diff --git a/Database/FBR_Na/MOX/EQModel/MLP_K_EFF_BOC/Keff_0_FBR.weights.nfo b/Database/FBR_Na/MOX/EQModel/MLP_K_EFF_BOC/Keff_0_FBR.weights.nfo
index 2ea40cc0d478101bfb1c766e970a5f609308253c..4827eb8390824c936bd2710ded8ffb360f53b2c9 100644
--- a/Database/FBR_Na/MOX/EQModel/MLP_K_EFF_BOC/Keff_0_FBR.weights.nfo
+++ b/Database/FBR_Na/MOX/EQModel/MLP_K_EFF_BOC/Keff_0_FBR.weights.nfo
@@ -6,9 +6,12 @@ k_specpower 4.81231953801732431e+01
 Maximal fissile content (molar proportion) :
 k_maxfiscontent 0.40
 
+
+
 Z A I Name (input MLP) :
 k_zainame 92 235 0 U5
 k_zainame 92 238 0 U8
+
 k_zainame 94 238 0 Pu8
 k_zainame 94 239 0 Pu9
 k_zainame 94 240 0 Pu10
@@ -16,6 +19,8 @@ k_zainame 94 241 0 Pu11
 k_zainame 94 242 0 Pu12
 k_zainame 95 241 0 Am1
 
+
+
 Fissile Liste (Z A I) :
 k_fissil 94 238 0
 k_fissil 94 239 0
@@ -23,10 +28,15 @@ k_fissil 94 240 0
 k_fissil 94 241 0
 k_fissil 94 242 0
 
+
+
 Fertile Liste (Z A I Default Proportion) :
 k_fertil 92 235 0 0.0025
 k_fertil 92 238 0 0.9975
 
+
+
+
 Date : 02/2015
 Author : BaL
 Mail address : leniau@subatech.in2p3.fr
diff --git a/Database/FBR_Na/MOX/EQModel/MLP_K_INF_BOUND/Kinf_weight.nfo b/Database/FBR_Na/MOX/EQModel/MLP_K_INF_BOUND/Kinf_weight.nfo
index 9c1b683548a435c09592e2355e10cedb01e13a0b..1ea50faee1c4a92944e337e83f41c7c198bfb884 100644
--- a/Database/FBR_Na/MOX/EQModel/MLP_K_INF_BOUND/Kinf_weight.nfo
+++ b/Database/FBR_Na/MOX/EQModel/MLP_K_INF_BOUND/Kinf_weight.nfo
@@ -6,16 +6,23 @@ k_specpower 4.81231953801732431e+01
 Time (s) :
 K_TIMESTEP 0 17953920 35907840 53861760 71815680 89769600 107723520 125677440 143631360 161585280 179539200
 
+
+
 Z A I Name (input MLP) :
 k_zainame 92 235 0 U5
 k_zainame 92 238 0 U8
+
 k_zainame 94 238 0 Pu8
 k_zainame 94 239 0 Pu9
 k_zainame 94 240 0 Pu10
 k_zainame 94 241 0 Pu11
 k_zainame 94 242 0 Pu12
+
 k_zainame 95 241 0 Am1
 
+
+
+
 Fissile Liste (Z A I) :
 k_fissil 94 238 0
 k_fissil 94 239 0
@@ -23,10 +30,14 @@ k_fissil 94 240 0
 k_fissil 94 241 0
 k_fissil 94 242 0
 
+
+
 Fertile Liste (Z A I Default Proportion) :
 k_fertil 92 235 0 0.0025
 k_fertil 92 238 0 0.9975
 
+
+
 Date : 02/2015
 Author : BaL
 Mail address : leniau@subatech.in2p3.fr
diff --git a/Database/FBR_Na/MOX/XSModel/ESFR_48Wg/Data_Base_Info.nfo b/Database/FBR_Na/MOX/XSModel/ESFR_48Wg/Data_Base_Info.nfo
index 0b73628fff17d0c75c06733f6ecac206d71f93ba..d5ad03cad3fb52eb13ddb12e49fc8f280b3925aa 100755
--- a/Database/FBR_Na/MOX/XSModel/ESFR_48Wg/Data_Base_Info.nfo
+++ b/Database/FBR_Na/MOX/XSModel/ESFR_48Wg/Data_Base_Info.nfo
@@ -1,3 +1,7 @@
+To be used with : XSM_MLP.cxx
+
+
+
 ReactorType :
 K_REACTOR FBR-Na
 
@@ -13,26 +17,36 @@ K_POWER 3e+08
 Time (s) :
 K_TIMESTEP 0 17960294 35920588 53880884 71841176 89801472 107761768 125722064 143682352 161642656 179602944
 
+
+
 Z A I Name (input MLP) :
 K_ZAINAME 92 235 0 U5
 K_ZAINAME 92 238 0 U8
+
 K_ZAINAME 94 238 0 Pu8
 K_ZAINAME 94 239 0 Pu9
 K_ZAINAME 94 240 0 Pu10
 K_ZAINAME 94 241 0 Pu11
 K_ZAINAME 94 242 0 Pu12
+
 K_ZAINAME 95 241 0 Am1
 
+
+
 Fuel range (Z A I min max) :
 K_ZAIL 92 235 0 0.00158 0.0035
 K_ZAIL 92 238 0 0.7775 0.8775
-K_ZAIL 94 238 0 3.5e-4 0.0172 
+
+K_ZAIL 94 238 0 3.5e-4 0.0172
 K_ZAIL 94 239 0 0.03 0.16
 K_ZAIL 94 240 0 0.0128 0.0952
 K_ZAIL 94 241 0 0 0.041
 K_ZAIL 94 242 0 6e-4   0.0605
+
 K_ZAIL 95 241 0 0      0.0334
 
+
+
 Date : 02/2015
 Author : BaL
 Mail address : leniau@subatech.in2p3.fr
diff --git a/Database/PWR/MOX/EQModel/MLP_Kinf/MLP/PWR_MOX_30Wg.nfo b/Database/PWR/MOX/EQModel/MLP_Kinf/MLP/PWR_MOX_30Wg.nfo
index 7873c5a5ff58279064d11120bcbed63e0ccbadf3..c8556ed2b8ea62d14da0b071cd99db06810096c4 100644
--- a/Database/PWR/MOX/EQModel/MLP_Kinf/MLP/PWR_MOX_30Wg.nfo
+++ b/Database/PWR/MOX/EQModel/MLP_Kinf/MLP/PWR_MOX_30Wg.nfo
@@ -1,5 +1,6 @@
 To be used with : EQM_PWR_MLP_Kinf.cxx
 with constructor : EQM_PWR_MLP_Kinf(string TMVAWeightPath,  int NumOfBatch, string InformationFile, double CriticalityThreshold)
+
 Specific Power (W/gHM) :
 k_specpower 34.24
 
@@ -9,16 +10,22 @@ k_maxburnup 100
 Maximal fissile content (molar proportion) :
 k_maxfiscontent 0.25
 
+
+
 Z A I Name (input MLP) :
 k_zainame 92 235 0 U5
 k_zainame 92 238 0 U8
+
 k_zainame 94 238 0 Pu8
 k_zainame 94 239 0 Pu9
 k_zainame 94 240 0 Pu10
 k_zainame 94 241 0 Pu11
 k_zainame 94 242 0 Pu12
+
 k_zainame 95 241 0 Am1
 
+
+
 Fissile Liste (Z A I) :
 k_fissil 94 238 0
 k_fissil 94 239 0
@@ -26,10 +33,14 @@ k_fissil 94 240 0
 k_fissil 94 241 0
 k_fissil 94 242 0
 
+
+
 Fertile Liste (Z A I Default Proportion) :
 k_fertil 92 235 0 0.0025
 k_fertil 92 238 0 0.9975
 
+
+
 Date : 2014
 Author : BaL
 Mail address : leniau@subatech.in2p3.fr
diff --git a/Database/PWR/MOX/XSModel/30Wg_FullMOX/Data_Base_Info.nfo b/Database/PWR/MOX/XSModel/30Wg_FullMOX/Data_Base_Info.nfo
index 5ebd0ee7f0a88c083dfc1b07648052373a1626ea..f7fbc3ee1e9dbd643d51f6dfda74bc474048d0e0 100755
--- a/Database/PWR/MOX/XSModel/30Wg_FullMOX/Data_Base_Info.nfo
+++ b/Database/PWR/MOX/XSModel/30Wg_FullMOX/Data_Base_Info.nfo
@@ -1,37 +1,53 @@
+To be used with : XSM_MLP.cxx
+
+
 ReactorType :
 K_REACTOR PWR
 
+
 FuelType :
 K_FUEL MOX
 
+
 Heavy Metal (t) :
 K_MASS 0.045222
 
+
 Thermal Power (W) :
 K_POWER 1.54833e+06
 
+
 Time (s) :
 K_TIMESTEP  0 1.548e+07 3.096e+07 4.644e+07 6.192e+07 7.74e+07 9.46e+07 1.1008e+08 1.2556e+08 1.4104e+08 1.5652e+08
 
+
+
 Z A I Name (input MLP) :
 K_ZAINAME 92 235 0 U5
 K_ZAINAME 92 238 0 U8
+
 K_ZAINAME 94 238 0 Pu8
 K_ZAINAME 94 239 0 Pu9
 K_ZAINAME 94 240 0 Pu10
 K_ZAINAME 94 241 0 Pu11
 K_ZAINAME 94 242 0 Pu12
+
 K_ZAINAME 95 241 0 Am1
 
+
+
 Fuel range (Z A I min max) :
-K_ZAIL 2 235 0 0.0017 0.00382
-K_ZAIL 2 238 0 0.8465 0.9585
-K_ZAIL 4 238 0 1.2e-4 0.0100
-K_ZAIL 4 239 0 0.0132 0.1100
-K_ZAIL 4 240 0 0.0055 0.0470
-K_ZAIL 4 241 0 0.0025 0.0270
-K_ZAIL 4 242 0 4e-4   0.0300
-K_ZAIL 5 241 0 0      0.011
+K_ZAIL 92 235 0 0.0017 0.00382
+K_ZAIL 92 238 0 0.8465 0.9585
+K_ZAIL 94 238 0 1.2e-4 0.0100
+K_ZAIL 94 239 0 0.0132 0.1100
+K_ZAIL 94 240 0 0.0055 0.0470
+K_ZAIL 94 241 0 0.0025 0.0270
+K_ZAIL 94 242 0 4e-4   0.0300
+K_ZAIL 95 241 0 0      0.011
+
+
+
 
 Date : 2014
 Author : BaL
diff --git a/Database/PWR/MOX_Am/EQModel/TMVARegression_MLP_Equivalence0.weights.xml b/Database/PWR/MOX_Am/EQModel/TMVARegression_MLP_Equivalence0.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f03866d240c93abfd4feb6996207d932fab92cdf
--- /dev/null
+++ b/Database/PWR/MOX_Am/EQModel/TMVARegression_MLP_Equivalence0.weights.xml
@@ -0,0 +1,222 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::MLP_Equivalence0">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 15 16:21:56 2015"/>
+    <Info name="Host" value="Darwin nanpc196.in2p3.fr 14.0.0 Darwin Kernel Version 14.0.0: Fri Sep 19 00:26:44 PDT 2014; root:xnu-2782.1.97~2/RELEASE_X86_64 x86_64"/>
+    <Info name="Dir" value="/scratch/mouginot/Combustible/Analyse/MLP_PuAm/MODELE_EQUIVALENCE"/>
+    <Info name="Training events" value="1549"/>
+    <Info name="TrainingTime" value="8.25685711e+01"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N+10</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="10">
+    <Variable VarIndex="0" Expression="BU" Label="BU" Title="Burn Up" Unit="GWj_tMLi" Internal="BU" Type="F" Min="1.00034485e+01" Max="1.17475143e+02"/>
+    <Variable VarIndex="1" Expression="U5_enrichment" Label="U5_enrichment" Title="U5 enrichment" Unit="FractionIsotopic" Internal="U5_enrichment" Type="F" Min="2.00002990e-03" Max="3.99894966e-03"/>
+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="3.06480913e-03" Max="6.99242428e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="2.78213084e-01" Max="7.85352826e-01"/>
+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="1.42162994e-01" Max="2.83914030e-01"/>
+    <Variable VarIndex="5" Expression="Pu11" Label="Pu11" Title="Pu 241" Unit="FractionIsotopic" Internal="Pu11" Type="F" Min="1.43613026e-03" Max="1.87827870e-01"/>
+    <Variable VarIndex="6" Expression="Pu12" Label="Pu12" Title="Pu 242" Unit="FractionIsotopic" Internal="Pu12" Type="F" Min="2.51483042e-02" Max="1.70685947e-01"/>
+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="4.90258899e-05" Max="1.15949959e-01"/>
+    <Variable VarIndex="8" Expression="Am2" Label="Am2" Title="Am 242m" Unit="FractionIsotopic" Internal="Am2" Type="F" Min="2.34456934e-07" Max="1.99969014e-04"/>
+    <Variable VarIndex="9" Expression="Am3" Label="Am3" Title="Am 243" Unit="FractionIsotopic" Internal="Am3" Type="F" Min="4.23472011e-05" Max="4.99917977e-02"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="teneur" Label="teneur" Title="teneur" Unit="" Internal="teneur" Type="F" Min="3.00212167e-02" Max="1.49972975e-01"/>
+  </Targets>
+  <Transformations NTransformations="1">
+    <Transform Name="Normalize">
+      <Selection>
+        <Input NInputs="11">
+          <Input Type="Variable" Label="BU" Expression="BU"/>
+          <Input Type="Variable" Label="U5_enrichment" Expression="U5_enrichment"/>
+          <Input Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Input Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Input Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Input Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Input Type="Variable" Label="Am1" Expression="Am1"/>
+          <Input Type="Variable" Label="Am2" Expression="Am2"/>
+          <Input Type="Variable" Label="Am3" Expression="Am3"/>
+          <Input Type="Target" Label="teneur" Expression="teneur"/>
+        </Input>
+        <Output NOutputs="11">
+          <Output Type="Variable" Label="BU" Expression="BU"/>
+          <Output Type="Variable" Label="U5_enrichment" Expression="U5_enrichment"/>
+          <Output Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Output Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Output Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Output Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Output Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Output Type="Variable" Label="Am1" Expression="Am1"/>
+          <Output Type="Variable" Label="Am2" Expression="Am2"/>
+          <Output Type="Variable" Label="Am3" Expression="Am3"/>
+          <Output Type="Target" Label="teneur" Expression="teneur"/>
+        </Output>
+      </Selection>
+      <Class ClassIndex="0">
+        <Ranges>
+          <Range Index="0" Min="1.0003448486328125e+01" Max="1.1747514343261719e+02"/>
+          <Range Index="1" Min="2.0000298973172903e-03" Max="3.9989496581256390e-03"/>
+          <Range Index="2" Min="3.0648091342300177e-03" Max="6.9924242794513702e-02"/>
+          <Range Index="3" Min="2.7821308374404907e-01" Max="7.8535282611846924e-01"/>
+          <Range Index="4" Min="1.4216299355030060e-01" Max="2.8391402959823608e-01"/>
+          <Range Index="5" Min="1.4361302601173520e-03" Max="1.8782787024974823e-01"/>
+          <Range Index="6" Min="2.5148304179310799e-02" Max="1.7068594694137573e-01"/>
+          <Range Index="7" Min="4.9025889893528074e-05" Max="1.1594995856285095e-01"/>
+          <Range Index="8" Min="2.3445693386747735e-07" Max="1.9996901392005384e-04"/>
+          <Range Index="9" Min="4.2347201087977737e-05" Max="4.9991797655820847e-02"/>
+          <Range Index="10" Min="3.0021216720342636e-02" Max="1.4997297525405884e-01"/>
+        </Ranges>
+      </Class>
+    </Transform>
+  </Transformations>
+  <MVAPdfs/>
+  <Weights>
+    <Layout NLayers="3">
+      <Layer Index="0" NNeurons="11">
+        <Neuron NSynapses="20">
+          -1.2887094429530936e+00 1.6127840060095846e+00 4.4111157572141857e-01 2.1810095634953583e+00 -2.2160970272170837e+00 -2.0602852611042959e+00 -8.0136405902555219e-01 7.7948838289139111e-01 -2.4192545768011802e+00 -4.9651351690849571e-01 -1.4320682410912415e+00 4.4925700446479633e-01 -1.3832306853949925e+00 -6.3363915545997551e-01 -1.5049042601439284e+00 1.0310660334960047e+00 -6.0485415036382417e-01 2.3724539619584979e+00 -1.0796972708994194e-01 1.0643997772870988e+00 
+        </Neuron>
+        <Neuron NSynapses="20">
+          5.1201775083539613e-01 -6.8026376554011991e-01 6.5076677443210895e-01 2.0055400543472471e-01 5.3292918638119346e-01 -4.4157901249479281e-01 -1.9608574381412176e-04 -2.9792688294540830e-02 -1.5023764666406236e+00 4.1275576193265176e-03 4.1247379029698050e-02 8.6204026772529541e-01 2.0892632821881810e-02 5.4251288026824643e-03 -2.6877727834124340e-02 3.1252740860676870e-01 -9.2179866150845247e-01 1.5049355091211405e+00 -6.7487162897373698e-01 3.3876976113572804e-01 
+        </Neuron>
+        <Neuron NSynapses="20">
+          7.8566203279149904e-01 8.7170372511725547e-01 1.0252223762914345e+00 3.8567525610134956e-01 -4.0544814897853154e-01 -1.3546085099115137e+00 2.0773770525460805e-01 3.8832749975159633e-02 4.0799118873730955e-01 -1.1232400817826065e-01 1.4716465387334168e+00 1.5021753090627046e+00 2.2044279024029173e-01 -2.6018275424684635e-02 -4.5202951113248929e-01 -1.1096435235420987e+00 -1.1817734212429627e+00 -1.4259400418786998e+00 6.5249827487847434e-01 8.2372527009667629e-01 
+        </Neuron>
+        <Neuron NSynapses="20">
+          -1.6071777329324854e+00 7.9893456175400335e-02 -1.2739904951985237e-03 1.9428587833983807e-01 5.6150565030998389e-01 2.6526472096877095e-02 3.4394054583139166e-01 -1.6555905475258446e+00 6.3024856828474829e-01 -3.4655800428107125e-01 -2.6676032494221308e-01 -1.3028176299855920e+00 1.3067184927757887e+00 3.3905501160085111e-01 2.2138306246973971e-01 -1.1916878841251778e-01 -1.9671226753317244e+00 -2.0027362322887177e+00 9.2328029563591429e-01 6.2778096815094653e-01 
+        </Neuron>
+        <Neuron NSynapses="20">
+          1.8201587071048806e+00 6.6057651113960525e-01 9.2043817542433137e-01 -6.6638152237529724e-01 -1.3093577168363291e+00 -4.2029929044904007e-01 5.6096304876244352e-01 3.1027556153530161e-01 -1.0435311259569697e+00 -2.6027100307266510e-01 -9.1278702629509578e-01 -1.4829876876327339e-01 5.0686369521875241e-01 -6.4034214689876731e-02 -3.8043197722362704e-01 2.3737517664583097e+00 -8.1663032426541038e-01 -1.3511301945443830e+00 -1.6137164954690293e+00 -4.0286292689443837e-02 
+        </Neuron>
+        <Neuron NSynapses="20">
+          -2.1485396845676790e+00 -1.5927645641094696e+00 3.0047770162947801e-01 2.7888544639072452e+00 1.0880232486475305e+00 7.8283032813234077e-01 -3.0444040320322963e-01 -8.9702174520776556e-01 -3.6644386124736744e-01 1.2009273953575017e-02 -1.3624294806377291e+00 3.5944090001811041e-01 3.5891697687239210e-01 2.1761784654194227e-01 7.0586221330205923e-02 1.0611239622288278e+00 2.3984968065637358e-01 -1.0017975405445343e+00 9.7171647224716851e-01 -1.5802558387341330e+00 
+        </Neuron>
+        <Neuron NSynapses="20">
+          -8.0618952513093245e-01 4.9748047223438963e-01 -4.7940972891546765e-02 8.3310535509301986e-01 1.6217976444122667e-01 5.7762923057998738e-01 4.8842480684358480e-01 5.3216181527728827e-02 -1.2145368636271829e+00 -8.8425123846647885e-02 -5.5431638228970193e-01 -2.0112986035003098e+00 5.9608592358424606e-01 2.0699699096626584e-02 -6.2163498659684180e-01 1.4522338916764577e+00 1.5006117013092550e+00 -1.5000802879768651e+00 9.3336301780776099e-01 1.7760030404715517e+00 
+        </Neuron>
+        <Neuron NSynapses="20">
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+        </Neuron>
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+        </Neuron>
+        <Neuron NSynapses="1">
+          -8.1905765472367054e-01 
+        </Neuron>
+        <Neuron NSynapses="1">
+          1.0229714945250590e-03 
+        </Neuron>
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+          1.3182208036589146e-02 
+        </Neuron>
+        <Neuron NSynapses="1">
+          -6.8175062315437539e-04 
+        </Neuron>
+        <Neuron NSynapses="1">
+          7.8653903502284416e-03 
+        </Neuron>
+        <Neuron NSynapses="1">
+          -1.4586448114623235e-02 
+        </Neuron>
+        <Neuron NSynapses="1">
+          -1.3683322829942997e+00 
+        </Neuron>
+      </Layer>
+      <Layer Index="2" NNeurons="1">
+        <Neuron NSynapses="0"/>
+      </Layer>
+    </Layout>
+  </Weights>
+</MethodSetup>
diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/Data_Base_Info.nfo b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/Data_Base_Info.nfo
new file mode 100755
index 0000000000000000000000000000000000000000..fe452c1c4a60626084c54e365fda9818eb2d4f65
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/Data_Base_Info.nfo
@@ -0,0 +1,74 @@
+To be used with : XSM_MLP.cxx
+
+
+ReactorType :
+K_REACTOR PWR
+
+
+FuelType :
+K_FUEL MOX-Am
+
+
+Heavy Metal (t) :
+K_MASS 0.044951
+
+
+Thermal Power (W) :
+K_POWER 1.53909e+06
+
+
+Time (s) :
+K_TIMESTEP 0 15778800 31557600 47336400 63115200 78894000 94672800 110451600 126230400 142009200 157788000
+
+
+Z A I Name (input MLP) :
+K_ZAINAME 92 235 0 U5
+K_ZAINAME 92 238 0 U8
+
+K_ZAINAME 94 238 0 Pu8
+K_ZAINAME 94 239 0 Pu9
+K_ZAINAME 94 240 0 Pu10
+K_ZAINAME 94 241 0 Pu11
+K_ZAINAME 94 242 0 Pu12
+
+K_ZAINAME 95 241 0 Am1
+K_ZAINAME 95 242 1 Am2
+K_ZAINAME 95 243 0 Am3
+
+
+Fuel range (Z A I min max) :
+K_ZAIL 92 235 0 0.002 0.004
+K_ZAIL 92 238 0 0.85 0.97
+
+K_ZAIL 94 238 0 9.0e-5 0.0105
+K_ZAIL 94 239 0 8.82e-3 0.1011
+K_ZAIL 94 240 0 4.26e-3 0.0426
+K_ZAIL 94 241 0 73.0e-4 0.0282
+K_ZAIL 94 242 0 7.5e-4  0.02565
+
+K_ZAIL 95 241 0 0      0.0174
+K_ZAIL 95 242 1 0      3e-5
+K_ZAIL 95 243 0 0      7.50e-3
+
+
+Date : 2014
+Author : BaM
+Mail address : mouginot@subatech.in2p3.fr
+Depletion Code : MURE
+NuclearData
+XS : JEFF 3.1.1
+FPY : JEFF 3.1.1
+S(alpha,Beta) : JEFF 3.1.1
+Geometry : Cubic Assembly (mirror boundary)
+
+
+
+
+Material :
+/*In free format , show temperatures, density , isotopic compositions
+unit: K , g.cm-3  and  % mol. */
+Power Density : 34.24/*in W/g of heavy metal */
+Half-life cut : 36000
+Multi group treatment : 17900
+Time vector : 0 15778800 31557600 47336400 63115200 78894000 94672800 110451600 126230400 142009200 157788000
+Others :
diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_100_255_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_100_255_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..22ffdc76b8c505bed7927b90a1cbfb8381839769
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_100_255_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_100_255_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 08:34:52 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.09194912e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
+    <Variable VarIndex="1" Expression="U8" Label="U8" Title="U 238" Unit="FractionIsotopic" Internal="U8" Type="F" Min="8.46656263e-01" Max="9.67921793e-01"/>
+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="4.30373754e-03" Max="4.21657786e-02"/>
+    <Variable VarIndex="5" Expression="Pu11" Label="Pu11" Title="Pu 241" Unit="FractionIsotopic" Internal="Pu11" Type="F" Min="3.67950233e-05" Max="2.75353342e-02"/>
+    <Variable VarIndex="6" Expression="Pu12" Label="Pu12" Title="Pu 242" Unit="FractionIsotopic" Internal="Pu12" Type="F" Min="7.64389639e-04" Max="2.53406931e-02"/>
+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
+    <Variable VarIndex="8" Expression="Am2" Label="Am2" Title="Am 242" Unit="FractionIsotopic" Internal="Am2" Type="F" Min="1.01304298e-09" Max="2.95403443e-05"/>
+    <Variable VarIndex="9" Expression="Am3" Label="Am3" Title="Am 243" Unit="FractionIsotopic" Internal="Am3" Type="F" Min="7.64972924e-07" Max="7.47120613e-03"/>
+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_100_255_0_cap" Label="XS_100_255_0_cap" Title="XS_100_255_0_cap" Unit="" Internal="XS_100_255_0_cap" Type="F" Min="2.38988161e+00" Max="3.94784188e+00"/>
+  </Targets>
+  <Transformations NTransformations="1">
+    <Transform Name="Normalize">
+      <Selection>
+        <Input NInputs="12">
+          <Input Type="Variable" Label="U5" Expression="U5"/>
+          <Input Type="Variable" Label="U8" Expression="U8"/>
+          <Input Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Input Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Input Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Input Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Input Type="Variable" Label="Am1" Expression="Am1"/>
+          <Input Type="Variable" Label="Am2" Expression="Am2"/>
+          <Input Type="Variable" Label="Am3" Expression="Am3"/>
+          <Input Type="Variable" Label="Time" Expression="Time"/>
+          <Input Type="Target" Label="XS_100_255_0_cap" Expression="XS_100_255_0_cap"/>
+        </Input>
+        <Output NOutputs="12">
+          <Output Type="Variable" Label="U5" Expression="U5"/>
+          <Output Type="Variable" Label="U8" Expression="U8"/>
+          <Output Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Output Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Output Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Output Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Output Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Output Type="Variable" Label="Am1" Expression="Am1"/>
+          <Output Type="Variable" Label="Am2" Expression="Am2"/>
+          <Output Type="Variable" Label="Am3" Expression="Am3"/>
+          <Output Type="Variable" Label="Time" Expression="Time"/>
+          <Output Type="Target" Label="XS_100_255_0_cap" Expression="XS_100_255_0_cap"/>
+        </Output>
+      </Selection>
+      <Class ClassIndex="0">
+        <Ranges>
+          <Range Index="0" Min="1.7067680601030588e-03" Max="3.8626741152256727e-03"/>
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+        </Ranges>
+      </Class>
+    </Transform>
+  </Transformations>
+  <MVAPdfs/>
+  <Weights>
+    <Layout NLayers="4">
+      <Layer Index="0" NNeurons="12">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_100_255_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_100_255_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3d1e4b49cbacbbcba59a3d93a28e6da21738a1f8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_100_255_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_100_255_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:55:11 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.76680010e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_100_255_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_100_255_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..71ef93208d424167f9db2910e98477b2155ad5e7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_100_255_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_100_255_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:36:07 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.35878341e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_11_22_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_11_22_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c3dcedf874f258d4d3c1a1033de8b1890013642b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_11_22_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_11_22_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:19:44 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.29835763e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_11_22_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_11_22_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3fd40cff909f7dc1f10a5a677bc10de3c71ca480
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_11_22_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_11_22_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:32:38 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.25265459e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_11_23_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_11_23_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..498cceffcaddddc348bedb747eec2e696e8fa8d4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_11_23_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_11_23_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:07:47 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.67179831e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Weights>
+</MethodSetup>
diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_11_23_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_11_23_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bf4229842fc7e949e6b567aefdf4358e6790fe19
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_11_23_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_11_23_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:29:12 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.48388619e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_11_23_0_n2n" Label="XS_11_23_0_n2n" Title="XS_11_23_0_n2n" Unit="" Internal="XS_11_23_0_n2n" Type="F" Min="4.02822792e-07" Max="5.94905032e-06"/>
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+    <Transform Name="Normalize">
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+          <Input Type="Target" Label="XS_11_23_0_n2n" Expression="XS_11_23_0_n2n"/>
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+        <Output NOutputs="12">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_12_24_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_12_24_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..52cf7a690c2200109f3d12aa8a898a49f53a8cab
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_12_24_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_12_24_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:46:02 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_12_24_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_12_24_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6729861b07a291c91211d328e656c5cdbc6570f7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_12_24_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_12_24_0_n2n">
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:25:08 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.50359820e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_12_25_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_12_25_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7c1607633803c4964cb037da4a9496f90608bb09
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_12_25_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_12_25_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:50:46 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.00913604e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_12_25_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_12_25_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4149923be2012c5e8331c11871fdef8a3f25ae1b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_12_25_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_12_25_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:55:30 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.42814445e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_12_26_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_12_26_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..104144607c4039eb79e19d267588be01d459f8cc
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_12_26_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_12_26_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:55:12 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.55796915e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_12_26_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_12_26_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c97c565b3d6af72a0cbf738b076eab2c20a177e5
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_12_26_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_12_26_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:31:03 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.29691634e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_13_27_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_13_27_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..12e97dbdb5487fe991a440f8348b66d57fc0726d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_13_27_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_13_27_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:27:00 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.69925371e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_13_27_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_13_27_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..64fd385147040ca29e3f14ced421e4fb8ccc7864
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_13_27_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_13_27_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:22:18 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.12963286e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_14_28_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_14_28_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..30030e739767a4ecf53ce46888f1449e7f17f955
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_14_28_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_14_28_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:28:24 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.99650225e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="4.30373754e-03" Max="4.21657786e-02"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
+    <Variable VarIndex="8" Expression="Am2" Label="Am2" Title="Am 242" Unit="FractionIsotopic" Internal="Am2" Type="F" Min="1.01304298e-09" Max="2.95403443e-05"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_14_28_0_cap" Label="XS_14_28_0_cap" Title="XS_14_28_0_cap" Unit="" Internal="XS_14_28_0_cap" Type="F" Min="2.88352207e-03" Max="1.14032049e-02"/>
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+          <Input Type="Target" Label="XS_14_28_0_cap" Expression="XS_14_28_0_cap"/>
+        </Input>
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+    </Transform>
+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_14_28_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_14_28_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3fd69d80272e6c446867717328bebc32aebd27fd
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_14_28_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_14_28_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:00:02 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.16168011e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
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+          <Input Type="Target" Label="XS_14_28_0_n2n" Expression="XS_14_28_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_14_29_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_14_29_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8dd9b529b4a346be9c696d96285cda0999a83307
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_14_29_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_14_29_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:07:36 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.20471469e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="4.30373754e-03" Max="4.21657786e-02"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_14_29_0_cap" Label="XS_14_29_0_cap" Title="XS_14_29_0_cap" Unit="" Internal="XS_14_29_0_cap" Type="F" Min="2.52772588e-03" Max="7.65509997e-03"/>
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+          <Input Type="Target" Label="XS_14_29_0_cap" Expression="XS_14_29_0_cap"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_14_29_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_14_29_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..067ccdcb41c2d16857f61aa8e1e64236fb9f6a2d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_14_29_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_14_29_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:34:14 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.40365022e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_14_30_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_14_30_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c702fb7c57cf30d1cf973a7018b652c15fa39cf6
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_14_30_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_14_30_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:15:33 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.25691424e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_14_30_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_14_30_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2a9d774320d2d5448f1569b735e6b333f5e83bf0
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_14_30_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_14_30_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:17:41 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.34929489e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_15_31_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_15_31_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2a3350f5d26b2bf2d384dff66eb61ea05053e904
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_15_31_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_15_31_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:38:04 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.10964058e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_15_31_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_15_31_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8cd270f605824ab4b07d47c29e46aabbc3747d71
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_15_31_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_15_31_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:20:41 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.29414518e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_32_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_32_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..be289ef38c03522f4488e1b4bf60217e42f557aa
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_32_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_16_32_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:42:42 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.93946208e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_32_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_32_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cbf27c97729a898a8b82312349df493ada3b1f34
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_32_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_16_32_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:58:42 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.75380808e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="6" Expression="Pu12" Label="Pu12" Title="Pu 242" Unit="FractionIsotopic" Internal="Pu12" Type="F" Min="7.64389639e-04" Max="2.53406931e-02"/>
+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
+    <Variable VarIndex="8" Expression="Am2" Label="Am2" Title="Am 242" Unit="FractionIsotopic" Internal="Am2" Type="F" Min="1.01304298e-09" Max="2.95403443e-05"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_16_32_0_n2n" Label="XS_16_32_0_n2n" Title="XS_16_32_0_n2n" Unit="" Internal="XS_16_32_0_n2n" Type="F" Min="7.95277418e-13" Max="4.33584049e-08"/>
+  </Targets>
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+    <Transform Name="Normalize">
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+        <Input NInputs="12">
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+          <Input Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Input Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Input Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Input Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Input Type="Variable" Label="Am1" Expression="Am1"/>
+          <Input Type="Variable" Label="Am2" Expression="Am2"/>
+          <Input Type="Variable" Label="Am3" Expression="Am3"/>
+          <Input Type="Variable" Label="Time" Expression="Time"/>
+          <Input Type="Target" Label="XS_16_32_0_n2n" Expression="XS_16_32_0_n2n"/>
+        </Input>
+        <Output NOutputs="12">
+          <Output Type="Variable" Label="U5" Expression="U5"/>
+          <Output Type="Variable" Label="U8" Expression="U8"/>
+          <Output Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Output Type="Variable" Label="Pu9" Expression="Pu9"/>
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+          <Output Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Output Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Output Type="Variable" Label="Am1" Expression="Am1"/>
+          <Output Type="Variable" Label="Am2" Expression="Am2"/>
+          <Output Type="Variable" Label="Am3" Expression="Am3"/>
+          <Output Type="Variable" Label="Time" Expression="Time"/>
+          <Output Type="Target" Label="XS_16_32_0_n2n" Expression="XS_16_32_0_n2n"/>
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+      </Selection>
+      <Class ClassIndex="0">
+        <Ranges>
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+    </Transform>
+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_33_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_33_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..46749c40972225199514fb2e615014998fb8cb01
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_33_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_16_33_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:23:46 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.88745637e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_33_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_33_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2ee97fc3c530ed18dc40787341ec874a48c4d37c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_33_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_16_33_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:39:42 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.18286945e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_34_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_34_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a562190c2b48201020199168f8def4c2d966ccff
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_34_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_16_34_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:27:42 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.19701106e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_34_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_34_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c3ae5714d200cdb4f3929123864aaed43b366bc8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_34_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_16_34_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:03:03 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.10322075e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_36_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_36_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0df87d941eac98c314378c1294e8f0ec81a64c66
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_36_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_16_36_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:42:17 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.58528346e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_36_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_36_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f256ccbaef4039a3acea41432ee305ea100dc8a0
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_16_36_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_16_36_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:08:59 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.65747498e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_17_35_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_17_35_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..67cc4866d039559036a7ca9347bbff58a2b79494
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_17_35_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_17_35_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:36:15 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.86617909e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_17_35_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_17_35_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c19ad16948a80c7bf62045a207be9ff39825db65
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_17_35_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_17_35_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:54:47 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.72604327e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
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+    <Class Name="Regression" Index="0"/>
+  </Classes>
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+          <Input Type="Target" Label="XS_17_35_0_n2n" Expression="XS_17_35_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_17_37_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_17_37_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5dde76b30c401ff0743ab61045524f37d50fa5da
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_17_37_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_17_37_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:00:15 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.71354501e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_17_37_0_cap" Expression="XS_17_37_0_cap"/>
+        </Input>
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+    </Transform>
+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_17_37_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_17_37_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..03e05198e5a5b2ffaf16f406cbe3c889e38a99d0
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_17_37_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_17_37_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:55:46 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.20497281e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
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+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_17_37_0_n2n" Expression="XS_17_37_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_18_36_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_18_36_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c25ea7dadfd01b30fc9e42cbe8e0009e515dbab6
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_18_36_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_18_36_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:57:08 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.70664851e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_18_36_0_cap" Expression="XS_18_36_0_cap"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_18_36_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_18_36_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7e8ee9f8e0dc1661675e3243014f688a33650671
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_18_36_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_18_36_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:45:15 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.52736369e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_18_38_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_18_38_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2122d4d8b778a984772c8d58e1c03f90efa877a2
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_18_38_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_18_38_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:21:40 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.47260869e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
+    <Variable VarIndex="8" Expression="Am2" Label="Am2" Title="Am 242" Unit="FractionIsotopic" Internal="Am2" Type="F" Min="1.01304298e-09" Max="2.95403443e-05"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_18_38_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_18_38_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c5b2e8c5177606d7f056c422d33475eff43155cf
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_18_38_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_18_38_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:07:24 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="9.67472702e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_18_40_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_18_40_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..df400135f97f14375a7ce7b9e704c98304dcb95c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_18_40_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_18_40_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:47:08 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.92188930e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_18_40_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_18_40_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ce3d0e4cef71aac052bdf98b117a287049c04b9c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_18_40_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_18_40_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:13:11 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.18584677e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_19_39_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_19_39_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f0deb26143c16e2ae65d4d5671312419ab6e3fec
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_19_39_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_19_39_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:25:38 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.93329069e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_19_39_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_19_39_0_n2n.weights.xml
new file mode 100644
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--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_19_39_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_19_39_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:40:56 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.36149556e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
+    <Variable VarIndex="8" Expression="Am2" Label="Am2" Title="Am 242" Unit="FractionIsotopic" Internal="Am2" Type="F" Min="1.01304298e-09" Max="2.95403443e-05"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_19_39_0_n2n" Label="XS_19_39_0_n2n" Title="XS_19_39_0_n2n" Unit="" Internal="XS_19_39_0_n2n" Type="F" Min="3.18663247e-08" Max="1.62747517e-06"/>
+  </Targets>
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+    <Transform Name="Normalize">
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+          <Input Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Input Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Input Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Input Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Input Type="Variable" Label="Am1" Expression="Am1"/>
+          <Input Type="Variable" Label="Am2" Expression="Am2"/>
+          <Input Type="Variable" Label="Am3" Expression="Am3"/>
+          <Input Type="Variable" Label="Time" Expression="Time"/>
+          <Input Type="Target" Label="XS_19_39_0_n2n" Expression="XS_19_39_0_n2n"/>
+        </Input>
+        <Output NOutputs="12">
+          <Output Type="Variable" Label="U5" Expression="U5"/>
+          <Output Type="Variable" Label="U8" Expression="U8"/>
+          <Output Type="Variable" Label="Pu8" Expression="Pu8"/>
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+          <Output Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Output Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Output Type="Variable" Label="Am1" Expression="Am1"/>
+          <Output Type="Variable" Label="Am2" Expression="Am2"/>
+          <Output Type="Variable" Label="Am3" Expression="Am3"/>
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+          <Output Type="Target" Label="XS_19_39_0_n2n" Expression="XS_19_39_0_n2n"/>
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+      </Selection>
+      <Class ClassIndex="0">
+        <Ranges>
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+    </Transform>
+  </Transformations>
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+  <Weights>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_19_40_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_19_40_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ffdb166c47b692eac3f3dcc7ce89a2f47ad9ca30
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_19_40_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_19_40_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:48:00 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.00426783e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_19_40_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_19_40_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5b79ebe08afba0a2d5ae8bcaa79119a0da792878
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_19_40_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_19_40_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:05:27 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.32342316e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_19_41_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_19_41_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d51f14ea8762ff356d24dbfce72279d97502dd73
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_19_41_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_19_41_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:45:14 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.05130317e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_19_41_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_19_41_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..97aba10d30e57295f23a3d4752d572ae172a1ff8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_19_41_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_19_41_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:44:14 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.20406893e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_1_1_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_1_1_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..626af67cf081d29447eaef036bdcda232792daa6
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_1_1_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_1_1_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:42:03 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.36050403e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_1_2_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_1_2_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ba1ca7b878acd5b456ff8631d8ef2eed1a7fe2f9
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_1_2_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_1_2_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:09:35 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.38628745e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+  <Transformations NTransformations="1">
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+          <Input Type="Target" Label="XS_1_2_0_cap" Expression="XS_1_2_0_cap"/>
+        </Input>
+        <Output NOutputs="12">
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+        </Output>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_1_2_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_1_2_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5276fae08b6c1a0e4f8f181a4184553d1d1fcbd3
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_1_2_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_1_2_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:31:51 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.84106327e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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+          <Input Type="Target" Label="XS_1_2_0_n2n" Expression="XS_1_2_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_1_3_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_1_3_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e1b07f5c04f3929eec328032230da12a815bdfe6
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_1_3_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_1_3_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:01:04 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.92715343e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+          <Input Type="Target" Label="XS_1_3_0_n2n" Expression="XS_1_3_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_40_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_40_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1a9fdb59997c966e9c80eb78c68af3a58a4f82a1
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_40_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_20_40_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:11:31 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.16433180e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="4.30373754e-03" Max="4.21657786e-02"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_20_40_0_cap" Label="XS_20_40_0_cap" Title="XS_20_40_0_cap" Unit="" Internal="XS_20_40_0_cap" Type="F" Min="7.58436043e-03" Max="2.80041043e-02"/>
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+          <Input Type="Target" Label="XS_20_40_0_cap" Expression="XS_20_40_0_cap"/>
+        </Input>
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+    </Transform>
+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_40_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_40_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..74be22bcdfdbd0b60d71e5eeef2331157a1a4eb8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_40_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_20_40_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:41:29 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.03081068e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_20_40_0_n2n" Expression="XS_20_40_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_42_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_42_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a9ce4c25c44aae0224afdec59b49c4d4a7d08154
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_42_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_20_42_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:03:11 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.37744546e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="4.30373754e-03" Max="4.21657786e-02"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_20_42_0_cap" Label="XS_20_42_0_cap" Title="XS_20_42_0_cap" Unit="" Internal="XS_20_42_0_cap" Type="F" Min="1.34693002e-02" Max="4.79630977e-02"/>
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+          <Input Type="Target" Label="XS_20_42_0_cap" Expression="XS_20_42_0_cap"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_42_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_42_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fe39ba1b01aea3f59a1d4c0f93cce8dfa406890b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_42_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_20_42_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:46:15 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.63357659e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_43_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_43_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2693f774cfdb8cc761e9d18ed2b124d34ccd8d29
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_43_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_20_43_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:58:17 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.28557461e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_43_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_43_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d06fe1dfe53b65203551d048ff5e44f8a7ad34bf
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_43_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_20_43_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:50:19 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.03465117e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_44_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_44_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f205f3406c408973bafea85b669076a15c6dbb7e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_44_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_20_44_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:21:06 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.81494966e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_44_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_44_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2b669d21637b0e67f499232475997693ac4f9b11
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_44_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_20_44_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:29:41 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.07730220e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_46_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_46_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a2d6a507296a0396d434a11170a980c4b5982c5b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_46_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_20_46_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:10:54 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.16478333e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Weights>
+</MethodSetup>
diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_46_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_46_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b3961853f4cae5981351622590db6443d966d266
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_20_46_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_20_46_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:24:09 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.74957615e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_20_46_0_n2n" Expression="XS_20_46_0_n2n"/>
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+        <Output NOutputs="12">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_21_45_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_21_45_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e521f900cc8a4b69221dab8e1db56bd9a2f9a3a8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_21_45_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+  <GeneralInfo>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_21_45_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_21_45_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9aed0fcf8718e9a0af8972dacde52601b9389ef9
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_21_45_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_21_45_0_n2n">
+  <GeneralInfo>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:24:11 2015"/>
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+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.68821350e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_46_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_46_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9b46140ef31ca43e50aa36523e501c69760073a9
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_46_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_22_46_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:40:30 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.47960766e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_46_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_46_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2a5029ee63a53a5bed694ea20d2afccec8281e49
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_46_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_22_46_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:23:45 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.61119308e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_47_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_47_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..715d6a35221683358d9240afb948dc77fa33077c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_47_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_22_47_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:32:43 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.39165101e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_47_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_47_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5dfbfefa72ce33999a3053868a89a8d74e23b9b5
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_47_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_22_47_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:34:36 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.59846490e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_48_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_48_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d822b86a2e86fa8b641ebbe22b17ecc0cef5018a
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_48_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_22_48_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:24:46 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.05429454e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_48_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_48_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a6225564c34c2a9664fe4951bbecb03fce02e3f1
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_48_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_22_48_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:18:36 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="9.70035421e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_49_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_49_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..58191fdc9eac3ea6384d6a2220891f3986eecd9e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_49_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_22_49_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:18:26 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.91378943e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
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+          <Input Type="Target" Label="XS_22_49_0_cap" Expression="XS_22_49_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_49_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_49_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a538a94b7f04c4c84f51a9c34208ac4ba7f1dbbe
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_49_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_22_49_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:33:58 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.08208272e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_22_49_0_n2n" Expression="XS_22_49_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_50_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_50_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8a2f1b06ee7070f60a250ab25a63538b20ee491a
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_50_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_22_50_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:31:36 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.20846742e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_22_50_0_cap" Expression="XS_22_50_0_cap"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_50_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_50_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..98b72dae65d96a23d33c1977bab31e0457d1d835
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_22_50_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_22_50_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:11:19 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="9.83641696e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_50_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_50_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c6d0e581205c2eb229c426d06e701dd69a2eba14
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_50_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_24_50_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:35:03 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.94861257e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_50_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_50_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..189321f800b1da0aaae81f9d798abe82ccb4529f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_50_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_24_50_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:13:48 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="9.06092574e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_52_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_52_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..94e5f363dbb7563e2cda8b293abe483807df02a3
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_52_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_24_52_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:53:01 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.47050048e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_52_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_52_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..26d2256adf818f4f1bfc149f896460c9dbec4e62
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_52_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_24_52_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:10:26 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.27031828e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_53_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_53_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2cd92fe1958470f6b5ad632b74979a3d08fe20e4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_53_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_24_53_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:46:30 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.41564254e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_53_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_53_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2cc0eebe8a9eb2c59e764fdf4e925d056aaaffda
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_53_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_24_53_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:15:59 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.97159552e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  <Spectators NSpec="0"/>
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index 0000000000000000000000000000000000000000..990b79e2f361e37c86f1c9ccbd71036c7c29c5d8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_54_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_24_54_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:16:19 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.00316004e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="4.30373754e-03" Max="4.21657786e-02"/>
+    <Variable VarIndex="5" Expression="Pu11" Label="Pu11" Title="Pu 241" Unit="FractionIsotopic" Internal="Pu11" Type="F" Min="3.67950233e-05" Max="2.75353342e-02"/>
+    <Variable VarIndex="6" Expression="Pu12" Label="Pu12" Title="Pu 242" Unit="FractionIsotopic" Internal="Pu12" Type="F" Min="7.64389639e-04" Max="2.53406931e-02"/>
+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
+    <Variable VarIndex="8" Expression="Am2" Label="Am2" Title="Am 242" Unit="FractionIsotopic" Internal="Am2" Type="F" Min="1.01304298e-09" Max="2.95403443e-05"/>
+    <Variable VarIndex="9" Expression="Am3" Label="Am3" Title="Am 243" Unit="FractionIsotopic" Internal="Am3" Type="F" Min="7.64972924e-07" Max="7.47120613e-03"/>
+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_24_54_0_cap" Label="XS_24_54_0_cap" Title="XS_24_54_0_cap" Unit="" Internal="XS_24_54_0_cap" Type="F" Min="6.73341937e-03" Max="2.48305481e-02"/>
+  </Targets>
+  <Transformations NTransformations="1">
+    <Transform Name="Normalize">
+      <Selection>
+        <Input NInputs="12">
+          <Input Type="Variable" Label="U5" Expression="U5"/>
+          <Input Type="Variable" Label="U8" Expression="U8"/>
+          <Input Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Input Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Input Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Input Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Input Type="Variable" Label="Am1" Expression="Am1"/>
+          <Input Type="Variable" Label="Am2" Expression="Am2"/>
+          <Input Type="Variable" Label="Am3" Expression="Am3"/>
+          <Input Type="Variable" Label="Time" Expression="Time"/>
+          <Input Type="Target" Label="XS_24_54_0_cap" Expression="XS_24_54_0_cap"/>
+        </Input>
+        <Output NOutputs="12">
+          <Output Type="Variable" Label="U5" Expression="U5"/>
+          <Output Type="Variable" Label="U8" Expression="U8"/>
+          <Output Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Output Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Output Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Output Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Output Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Output Type="Variable" Label="Am1" Expression="Am1"/>
+          <Output Type="Variable" Label="Am2" Expression="Am2"/>
+          <Output Type="Variable" Label="Am3" Expression="Am3"/>
+          <Output Type="Variable" Label="Time" Expression="Time"/>
+          <Output Type="Target" Label="XS_24_54_0_cap" Expression="XS_24_54_0_cap"/>
+        </Output>
+      </Selection>
+      <Class ClassIndex="0">
+        <Ranges>
+          <Range Index="0" Min="1.7067680601030588e-03" Max="3.8626741152256727e-03"/>
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+        </Ranges>
+      </Class>
+    </Transform>
+  </Transformations>
+  <MVAPdfs/>
+  <Weights>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_54_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_54_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..aed7524b6d46e5f248601144d0e5b2aa297dd35b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_24_54_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_24_54_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:08:59 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.76110844e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_25_55_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_25_55_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a12ec5ce701707f3aef73bab594c37ac0190d9af
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_25_55_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_25_55_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:14:46 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.94599307e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_25_55_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_25_55_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5a2cad0feacbf96563023b81d5d13dafe188d327
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_25_55_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_25_55_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:56:08 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.20809863e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_54_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_54_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ff093469cde2d34c2fc928bc85caaf7c3da093df
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_54_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_26_54_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:37:30 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.58129327e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_54_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_54_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e085c087a5816ab9e5cab43f57aa8b25f0ac6ab8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_54_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_26_54_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:16:14 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.05350955e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_56_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_56_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b3cb2754b80e6a4b230a8a888666205f6e5c6970
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_56_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_26_56_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:50:03 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.10803173e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
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+    <Class Name="Regression" Index="0"/>
+  </Classes>
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+          <Input Type="Target" Label="XS_26_56_0_cap" Expression="XS_26_56_0_cap"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_56_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_56_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..db14bf916b62d1c09dd619c7d2a949f87432e18b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_56_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_26_56_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:54:19 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.14221736e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_57_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_57_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f54f4866f35f8a9f3fb4fac769b0e5ee0e26ef1e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_57_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_26_57_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:04:03 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="9.10500757e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_57_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_57_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..549bbd50456d2d8bb4d28cf0f66af62263412a6c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_57_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_26_57_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:16:29 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.58303790e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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+          <Input Type="Target" Label="XS_26_57_0_n2n" Expression="XS_26_57_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_58_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_58_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6b7e82a67012f24c059baf3c9b6571ee9c385e22
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_58_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_26_58_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:53:46 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.99571340e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="4.30373754e-03" Max="4.21657786e-02"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_26_58_0_cap" Label="XS_26_58_0_cap" Title="XS_26_58_0_cap" Unit="" Internal="XS_26_58_0_cap" Type="F" Min="4.32880819e-02" Max="1.09159373e-01"/>
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+          <Input Type="Target" Label="XS_26_58_0_cap" Expression="XS_26_58_0_cap"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_58_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_58_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4eb6a962afb19528566079a62d31e2f96482c759
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_26_58_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_26_58_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:48:06 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="9.80733484e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_27_58_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_27_58_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..030149174ef5fe1777beedb1830724d7ca035242
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_27_58_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_27_58_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:51:21 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.53371120e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_27_58_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_27_58_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6393ea1b4f89482e5a44b227f38372d3b56d2d53
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_27_58_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_27_58_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:07:33 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.25444013e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_27_59_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_27_59_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..627a23b0ffcdcb9a1da3625c62f145fa76c7c6f6
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_27_59_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_27_59_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:35:16 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.45946872e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_27_59_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_27_59_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e2c7e4b108ef0b8dd3a750cb30113fbb275fd8a6
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_27_59_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_27_59_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:48:48 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.45443635e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_58_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_58_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7daf54639e610d19affd90aca537ae141508bb5e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_58_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_28_58_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:54:44 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.85710181e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_58_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_58_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ad0277054df71941e9f30e9bd9affe0b48d3bb1c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_58_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_28_58_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:20:09 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="9.93230092e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_59_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_59_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1562e07e4a33d361037f2b3173cbb820493145e4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_59_0_cap.weights.xml
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+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_28_59_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:01:34 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.32298260e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
+    <Variable VarIndex="8" Expression="Am2" Label="Am2" Title="Am 242" Unit="FractionIsotopic" Internal="Am2" Type="F" Min="1.01304298e-09" Max="2.95403443e-05"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_28_59_0_cap" Label="XS_28_59_0_cap" Title="XS_28_59_0_cap" Unit="" Internal="XS_28_59_0_cap" Type="F" Min="3.92644572e+00" Max="8.01902676e+00"/>
+  </Targets>
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+    <Transform Name="Normalize">
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+          <Input Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Input Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Input Type="Variable" Label="Pu11" Expression="Pu11"/>
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+          <Input Type="Variable" Label="Am1" Expression="Am1"/>
+          <Input Type="Variable" Label="Am2" Expression="Am2"/>
+          <Input Type="Variable" Label="Am3" Expression="Am3"/>
+          <Input Type="Variable" Label="Time" Expression="Time"/>
+          <Input Type="Target" Label="XS_28_59_0_cap" Expression="XS_28_59_0_cap"/>
+        </Input>
+        <Output NOutputs="12">
+          <Output Type="Variable" Label="U5" Expression="U5"/>
+          <Output Type="Variable" Label="U8" Expression="U8"/>
+          <Output Type="Variable" Label="Pu8" Expression="Pu8"/>
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+          <Output Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Output Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Output Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Output Type="Variable" Label="Am1" Expression="Am1"/>
+          <Output Type="Variable" Label="Am2" Expression="Am2"/>
+          <Output Type="Variable" Label="Am3" Expression="Am3"/>
+          <Output Type="Variable" Label="Time" Expression="Time"/>
+          <Output Type="Target" Label="XS_28_59_0_cap" Expression="XS_28_59_0_cap"/>
+        </Output>
+      </Selection>
+      <Class ClassIndex="0">
+        <Ranges>
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+      </Class>
+    </Transform>
+  </Transformations>
+  <MVAPdfs/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_59_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_59_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ef4844b4c2a85ba80405383e0427cfad62057067
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_59_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_28_59_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:58:51 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.29052911e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_60_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_60_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..96be652fc87985327072f51104b29e594f024bf2
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_60_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_28_60_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:16:11 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.35076878e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_60_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_60_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..061de0a6b2d173ca5c6029938151a6f390a4a0d5
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_60_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_28_60_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:35:36 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.17651702e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_61_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_61_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..99e15a64f162d6723380b5107d096605cd3919d1
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_61_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_28_61_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:10:10 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.06567246e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_61_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_61_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1331b9a7f76f47438ee19e6e4f2fa262e0b006ab
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_61_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_28_61_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:42:30 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.75690771e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_62_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_62_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..86e413c4c9f309a5e764fdd446f88aed470dcaba
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_62_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_28_62_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:54:11 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.18066917e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_62_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_62_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b878687445dcad0ee4323b5d1e85a0b75f8d1ae1
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_62_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_28_62_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:33:01 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.28910500e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_64_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_64_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..78e2a322143b983c362d4f0eaf20f8fd23f1cbc0
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_64_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_28_64_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:26:19 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.10209970e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_28_64_0_cap" Label="XS_28_64_0_cap" Title="XS_28_64_0_cap" Unit="" Internal="XS_28_64_0_cap" Type="F" Min="2.61087939e-02" Max="1.02447860e-01"/>
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+          <Input Type="Target" Label="XS_28_64_0_cap" Expression="XS_28_64_0_cap"/>
+        </Input>
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+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_64_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_64_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a15fe81e2085f9f529dbcc43a0243d5bb22f06ae
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_28_64_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_28_64_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:00:07 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.33541856e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_29_63_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_29_63_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a480480b1df4eba9b0dcbdf0bfdf5ba8f14cf94b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_29_63_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_29_63_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:48:42 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.24237126e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_29_63_0_cap" Expression="XS_29_63_0_cap"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_29_63_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_29_63_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7caf8b58e9442e41ad0e8ed43c6906c7c819be8c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_29_63_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_29_63_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:31:22 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.35351883e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_29_63_0_n2n" Expression="XS_29_63_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_29_65_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_29_65_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..be61e1f9708036c7446691806d7c690f59275629
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_29_65_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_29_65_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:43:57 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.52035678e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_29_65_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_29_65_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4f345d1fc052503f458c2be6fe023e6a73d790d8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_29_65_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_29_65_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:12:00 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="9.43161099e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_2_3_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_2_3_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c1b96d8c269ef66d8f42d90c8e8db1b028ed6146
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_2_3_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_2_3_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:20:16 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.67153991e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_70_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_70_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a8c5e6674b463c88380f6d26a2c3897a70711c8b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_70_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_32_70_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:12:49 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.72899015e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_70_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_70_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..dae7a3e668f7efe1955588f1d78686e4b3ffb18b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_70_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_32_70_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:46:25 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.12367305e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
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+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_72_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_72_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f8c2ead37ab7bdde77a0932f0347b190d092fcf5
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_72_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_32_72_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:52:06 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.65366046e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+    </Layout>
+  </Weights>
+</MethodSetup>
diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_72_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_72_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d7f062f2dbc1ec4f84c9cd29c203b072e8caf23c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_72_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_32_72_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:14:23 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.72677218e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="4.30373754e-03" Max="4.21657786e-02"/>
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+    <Variable VarIndex="6" Expression="Pu12" Label="Pu12" Title="Pu 242" Unit="FractionIsotopic" Internal="Pu12" Type="F" Min="7.64389639e-04" Max="2.53406931e-02"/>
+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
+    <Variable VarIndex="8" Expression="Am2" Label="Am2" Title="Am 242" Unit="FractionIsotopic" Internal="Am2" Type="F" Min="1.01304298e-09" Max="2.95403443e-05"/>
+    <Variable VarIndex="9" Expression="Am3" Label="Am3" Title="Am 243" Unit="FractionIsotopic" Internal="Am3" Type="F" Min="7.64972924e-07" Max="7.47120613e-03"/>
+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_32_72_0_n2n" Label="XS_32_72_0_n2n" Title="XS_32_72_0_n2n" Unit="" Internal="XS_32_72_0_n2n" Type="F" Min="7.65709774e-05" Max="2.34982217e-04"/>
+  </Targets>
+  <Transformations NTransformations="1">
+    <Transform Name="Normalize">
+      <Selection>
+        <Input NInputs="12">
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+          <Input Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Input Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Input Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Input Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Input Type="Variable" Label="Am1" Expression="Am1"/>
+          <Input Type="Variable" Label="Am2" Expression="Am2"/>
+          <Input Type="Variable" Label="Am3" Expression="Am3"/>
+          <Input Type="Variable" Label="Time" Expression="Time"/>
+          <Input Type="Target" Label="XS_32_72_0_n2n" Expression="XS_32_72_0_n2n"/>
+        </Input>
+        <Output NOutputs="12">
+          <Output Type="Variable" Label="U5" Expression="U5"/>
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+          <Output Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Output Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Output Type="Variable" Label="Am1" Expression="Am1"/>
+          <Output Type="Variable" Label="Am2" Expression="Am2"/>
+          <Output Type="Variable" Label="Am3" Expression="Am3"/>
+          <Output Type="Variable" Label="Time" Expression="Time"/>
+          <Output Type="Target" Label="XS_32_72_0_n2n" Expression="XS_32_72_0_n2n"/>
+        </Output>
+      </Selection>
+      <Class ClassIndex="0">
+        <Ranges>
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+    </Transform>
+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_73_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_73_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..15b4b7438dd25f03a915d5c36d7c814d7a89402a
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_73_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_32_73_0_cap">
+  <GeneralInfo>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_73_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_73_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e4f08bc5a495f7dcdef8b048dd147a618e3aded5
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_73_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:40:54 2015"/>
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+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.29321628e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_74_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_74_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..375e66875c6467602fd680fb6f4cd716ad633d1d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_74_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_32_74_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:44:18 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.03401807e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_74_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_74_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e3a125f8dabdb6f814dba812b70187fb21c8665a
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_74_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_32_74_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:23:06 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.12068782e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_76_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_76_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..11bb0244384a5da909cb54eec424cf9e5574cbca
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_76_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_32_76_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:54:52 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.97837794e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_76_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_76_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c700a906f3dcdb8c5ee932a6e0d92444f05bd54a
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_32_76_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_32_76_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:04:15 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.53399809e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_33_75_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_33_75_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bde2bd2d1eb3d0a0a5baed0329698d9cb743a93c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_33_75_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_33_75_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:40:08 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.99226397e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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+          <Input Type="Target" Label="XS_33_75_0_cap" Expression="XS_33_75_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_74_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_74_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1f9d34f7e1bd444231cd850f11ac76b7640a81f4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_74_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_34_74_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:31:53 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.02148580e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_76_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_76_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..895f06736bb9a41be5e7c000d06c87c852f8bad4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_76_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_34_76_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:43:46 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.77359828e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_34_76_0_cap" Label="XS_34_76_0_cap" Title="XS_34_76_0_cap" Unit="" Internal="XS_34_76_0_cap" Type="F" Min="1.34960365e+00" Max="5.63495636e+00"/>
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+          <Input Type="Target" Label="XS_34_76_0_cap" Expression="XS_34_76_0_cap"/>
+        </Input>
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+    </Transform>
+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_77_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_77_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b193eb6ba778045bc0a2c8f2453d6e5851604c82
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_77_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_34_77_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:39:07 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.46178509e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_34_77_0_cap" Expression="XS_34_77_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_78_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_78_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4f731ec27653591d1dc5ecbff6ce57a0d46eeb1e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_78_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_34_78_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:42:56 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.94981038e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_34_78_0_cap" Expression="XS_34_78_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_79_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_79_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3ae84ab26b1c13f66cff82760136ca6d7dd66d95
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_79_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_34_79_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:52:29 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.98018056e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_79_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_79_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0f9404639d3a5db746279f73118e7ed0ab3f6605
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_79_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_34_79_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:03:20 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.95476023e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_80_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_80_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ba507d4a8cb723f77bb15021a147495943ca4887
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_80_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_34_80_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:09:01 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.67193876e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_82_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_82_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..addc72ac8a3ff76aa8c64a888da05aa1388fd222
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_34_82_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_34_82_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:08:44 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.68373024e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_35_79_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_35_79_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..005183c9986e20248c92b4758d20119c2282d3a7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_35_79_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_35_79_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:03:51 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.94327814e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_35_81_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_35_81_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b7be8a053cdbb96ee364ce19b12504afd0a26331
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_35_81_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_35_81_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:55:21 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.22579400e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
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+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_78_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_78_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..58ae1d66f7ed1ac98cc3ee960e9c0f5abbcf714e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_78_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_36_78_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:04:07 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.74015897e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
+    <Variable VarIndex="1" Expression="U8" Label="U8" Title="U 238" Unit="FractionIsotopic" Internal="U8" Type="F" Min="8.46656263e-01" Max="9.67921793e-01"/>
+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="4.30373754e-03" Max="4.21657786e-02"/>
+    <Variable VarIndex="5" Expression="Pu11" Label="Pu11" Title="Pu 241" Unit="FractionIsotopic" Internal="Pu11" Type="F" Min="3.67950233e-05" Max="2.75353342e-02"/>
+    <Variable VarIndex="6" Expression="Pu12" Label="Pu12" Title="Pu 242" Unit="FractionIsotopic" Internal="Pu12" Type="F" Min="7.64389639e-04" Max="2.53406931e-02"/>
+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
+    <Variable VarIndex="8" Expression="Am2" Label="Am2" Title="Am 242" Unit="FractionIsotopic" Internal="Am2" Type="F" Min="1.01304298e-09" Max="2.95403443e-05"/>
+    <Variable VarIndex="9" Expression="Am3" Label="Am3" Title="Am 243" Unit="FractionIsotopic" Internal="Am3" Type="F" Min="7.64972924e-07" Max="7.47120613e-03"/>
+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_36_78_0_cap" Label="XS_36_78_0_cap" Title="XS_36_78_0_cap" Unit="" Internal="XS_36_78_0_cap" Type="F" Min="8.13701749e-01" Max="1.09313428e+00"/>
+  </Targets>
+  <Transformations NTransformations="1">
+    <Transform Name="Normalize">
+      <Selection>
+        <Input NInputs="12">
+          <Input Type="Variable" Label="U5" Expression="U5"/>
+          <Input Type="Variable" Label="U8" Expression="U8"/>
+          <Input Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Input Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Input Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Input Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Input Type="Variable" Label="Am1" Expression="Am1"/>
+          <Input Type="Variable" Label="Am2" Expression="Am2"/>
+          <Input Type="Variable" Label="Am3" Expression="Am3"/>
+          <Input Type="Variable" Label="Time" Expression="Time"/>
+          <Input Type="Target" Label="XS_36_78_0_cap" Expression="XS_36_78_0_cap"/>
+        </Input>
+        <Output NOutputs="12">
+          <Output Type="Variable" Label="U5" Expression="U5"/>
+          <Output Type="Variable" Label="U8" Expression="U8"/>
+          <Output Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Output Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Output Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Output Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Output Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Output Type="Variable" Label="Am1" Expression="Am1"/>
+          <Output Type="Variable" Label="Am2" Expression="Am2"/>
+          <Output Type="Variable" Label="Am3" Expression="Am3"/>
+          <Output Type="Variable" Label="Time" Expression="Time"/>
+          <Output Type="Target" Label="XS_36_78_0_cap" Expression="XS_36_78_0_cap"/>
+        </Output>
+      </Selection>
+      <Class ClassIndex="0">
+        <Ranges>
+          <Range Index="0" Min="1.7067680601030588e-03" Max="3.8626741152256727e-03"/>
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+        </Ranges>
+      </Class>
+    </Transform>
+  </Transformations>
+  <MVAPdfs/>
+  <Weights>
+    <Layout NLayers="4">
+      <Layer Index="0" NNeurons="12">
+        <Neuron NSynapses="11">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_78_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_78_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a9c510741561adcb07d4f871f391547661cee99b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_78_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_36_78_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:41:02 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.14733747e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_80_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_80_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1f81281266be1ec194dc557ae2928b58102540ef
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_80_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_36_80_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:16:29 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.61794835e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_80_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_80_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0ed967626aaf159d6deccb7d51a3cb77da14d57c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_80_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_36_80_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:35:05 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.02544343e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_82_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_82_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..110648ac72761999e2def28849ceec6685f2d468
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_82_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_36_82_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:20:56 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.66515788e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_82_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_82_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..53f7896a0d78f0bfa5372f2a9986f31104778d58
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_82_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_36_82_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:38:59 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.13838930e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_83_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_83_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e9182954013b13ff234da93d577477757fa17c61
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_83_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_36_83_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:16:25 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.94105037e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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+          <Input Type="Target" Label="XS_36_83_0_cap" Expression="XS_36_83_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_83_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_83_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..db4c4bdf344312fe772214f1e25101bb30c85c9c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_83_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_36_83_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:06:16 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.56202816e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_84_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_84_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a4266cd8465e79ef0ea9fd749a3245af3b6d6bf1
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_84_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_36_84_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:59:43 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.03502625e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_36_84_0_cap" Label="XS_36_84_0_cap" Title="XS_36_84_0_cap" Unit="" Internal="XS_36_84_0_cap" Type="F" Min="8.02196488e-02" Max="1.00177296e-01"/>
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+          <Input Type="Target" Label="XS_36_84_0_cap" Expression="XS_36_84_0_cap"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_84_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_84_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3f78caac216ab21ddcdeaea23e08ff417c80de2b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_84_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_36_84_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:59:21 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.62398695e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
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+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_85_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_85_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1dac63b2810b51dd2ef103a857ab5156c0d7351c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_85_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_36_85_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:15:34 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.10620978e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_36_85_0_cap" Expression="XS_36_85_0_cap"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_86_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_86_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2b77483d39c6ea306ecf7050164277777495dfa5
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_86_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_36_86_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:48:15 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.88684848e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_86_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_86_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f367af5ec91e1712506286805da0692c6265dfc9
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_36_86_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_36_86_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:32:18 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.29360386e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_37_85_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_37_85_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..197c9256653a98124586670f1db0f32d13afe336
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_37_85_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_37_85_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:58:35 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.48753661e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_37_86_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_37_86_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2b407a4418d14da4444dae50bb4c06eb5cba3729
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_37_86_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_37_86_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:20:48 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.31752140e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_37_87_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_37_87_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cb467c56be055956aab693f6f2ad17247605b86b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_37_87_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_37_87_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:41:31 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.89118777e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_38_84_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_38_84_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..302f73b1a8adeae951a498e8b844259da8299e60
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_38_84_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_38_84_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:37:30 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.30016228e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_38_86_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_38_86_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3dcbf07b1b4776ff01fe2ebc6f446ac02d0290d4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_38_86_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_38_86_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:35:33 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.17225939e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  <Spectators NSpec="0"/>
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index 0000000000000000000000000000000000000000..af1bf5d6cc454d656c73b4b53189f75be6123240
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_38_87_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_38_87_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:15:16 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.93037136e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+    <Variable VarIndex="6" Expression="Pu12" Label="Pu12" Title="Pu 242" Unit="FractionIsotopic" Internal="Pu12" Type="F" Min="7.64389639e-04" Max="2.53406931e-02"/>
+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
+    <Variable VarIndex="8" Expression="Am2" Label="Am2" Title="Am 242" Unit="FractionIsotopic" Internal="Am2" Type="F" Min="1.01304298e-09" Max="2.95403443e-05"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_38_87_0_cap" Label="XS_38_87_0_cap" Title="XS_38_87_0_cap" Unit="" Internal="XS_38_87_0_cap" Type="F" Min="2.54227066e+00" Max="3.93518114e+00"/>
+  </Targets>
+  <Transformations NTransformations="1">
+    <Transform Name="Normalize">
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+          <Input Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Input Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Input Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Input Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Input Type="Variable" Label="Am1" Expression="Am1"/>
+          <Input Type="Variable" Label="Am2" Expression="Am2"/>
+          <Input Type="Variable" Label="Am3" Expression="Am3"/>
+          <Input Type="Variable" Label="Time" Expression="Time"/>
+          <Input Type="Target" Label="XS_38_87_0_cap" Expression="XS_38_87_0_cap"/>
+        </Input>
+        <Output NOutputs="12">
+          <Output Type="Variable" Label="U5" Expression="U5"/>
+          <Output Type="Variable" Label="U8" Expression="U8"/>
+          <Output Type="Variable" Label="Pu8" Expression="Pu8"/>
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+          <Output Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Output Type="Variable" Label="Am1" Expression="Am1"/>
+          <Output Type="Variable" Label="Am2" Expression="Am2"/>
+          <Output Type="Variable" Label="Am3" Expression="Am3"/>
+          <Output Type="Variable" Label="Time" Expression="Time"/>
+          <Output Type="Target" Label="XS_38_87_0_cap" Expression="XS_38_87_0_cap"/>
+        </Output>
+      </Selection>
+      <Class ClassIndex="0">
+        <Ranges>
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+      </Class>
+    </Transform>
+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_38_88_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_38_88_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..85bd7f0ee9fc4ad24789fb4b8366c4cc9fdc11c5
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_38_88_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_38_88_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:15:48 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.78403245e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_38_89_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_38_89_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1063757281c0616a986224e3c022905816a1f898
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_38_89_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_38_89_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:08:37 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.28135873e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
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+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_38_90_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_38_90_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7b58a9e1bf48f6af202ee9646955d3e1cfcd7d00
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_38_90_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_38_90_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:49:08 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.99744588e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_39_89_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_39_89_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e2f2fb947eb4a47e44d8e63a7d2d71300e5b16f5
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_39_89_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_39_89_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:10:21 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.34397699e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_39_89_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_39_89_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..39ca6927049af2f80167412790fecc3fc3b6d041
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_39_89_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_39_89_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:57:39 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="9.73528064e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_39_90_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_39_90_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..172a2415c7b365a7f6a80d8a7400b1375ab5bf17
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_39_90_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_39_90_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:35:01 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.78565896e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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+          <Input Type="Target" Label="XS_39_90_0_cap" Expression="XS_39_90_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_39_91_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_39_91_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1ad529e01922d79ffde2a1326d67544d9f697974
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_39_91_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_39_91_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:57:57 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.72034608e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_3_6_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_3_6_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..04b5c9490965c6942772c3707f991d470030111e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_3_6_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_3_6_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:26:32 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.97519893e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_3_6_0_cap" Label="XS_3_6_0_cap" Title="XS_3_6_0_cap" Unit="" Internal="XS_3_6_0_cap" Type="F" Min="5.01457078e-04" Max="2.45791487e-03"/>
+  </Targets>
+  <Transformations NTransformations="1">
+    <Transform Name="Normalize">
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+          <Input Type="Variable" Label="Pu8" Expression="Pu8"/>
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+          <Input Type="Target" Label="XS_3_6_0_cap" Expression="XS_3_6_0_cap"/>
+        </Input>
+        <Output NOutputs="12">
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+          <Output Type="Variable" Label="Am1" Expression="Am1"/>
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+        </Output>
+      </Selection>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_3_7_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_3_7_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e48842509a0095893ac64eda4219d0eb25b4c991
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_3_7_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_3_7_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:22:37 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.00315694e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="4.30373754e-03" Max="4.21657786e-02"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_3_7_0_cap" Label="XS_3_7_0_cap" Title="XS_3_7_0_cap" Unit="" Internal="XS_3_7_0_cap" Type="F" Min="5.89063508e-04" Max="2.89663207e-03"/>
+  </Targets>
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+    <Transform Name="Normalize">
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+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
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+          <Input Type="Target" Label="XS_3_7_0_cap" Expression="XS_3_7_0_cap"/>
+        </Input>
+        <Output NOutputs="12">
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+    </Transform>
+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_3_7_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_3_7_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4287d28ec295b9a385623808c1528e8afe79b527
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_3_7_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_3_7_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:17:45 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.92728638e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_3_7_0_n2n" Expression="XS_3_7_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_90_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_90_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..eea179c8c3dac0683a6a0e05f894a53834c664ec
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_90_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_40_90_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:18:41 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.12100705e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_90_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_90_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d3a5478b456fa9c5b1bf924ef63111efab8ec271
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_90_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_40_90_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:07:46 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.29670790e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_91_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_91_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c8f1a66038fdaf1b1d85734832b6da7dd692d731
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_91_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_40_91_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:22:34 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.63731358e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_91_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_91_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ccd417a8b18537a8892e21ba7487402dd684f7f8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_91_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_40_91_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:33:50 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.28421704e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_92_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_92_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e8c04fbd075ad63e11fb8b22e24688f1d28e6a2d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_92_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_40_92_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:13:32 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.60998910e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_92_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_92_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2cb83d2622d1032203f66fb167624221bf5e430c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_92_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_40_92_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:34:25 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.18164532e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_93_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_93_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f9eff57f2225a45b6df339ec293990aeab3404ef
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_93_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_40_93_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:44:59 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.76099070e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_40_93_0_cap" Expression="XS_40_93_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_93_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_93_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ddce886410fae041db23ba818c34e008abde8784
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_93_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_94_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_94_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e69c1ed26cf3f60a6b8212665500d2ade914a443
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_94_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+    <Info name="Creator" value="mouginot"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_94_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_94_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a8d4c83cf7de585552455bc719cb8e9a3a22b8e4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_94_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_40_94_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:25:11 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.55825127e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_95_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_95_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cce513cf1be5a66c3e0cf18abbd492fc815d9360
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_95_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_40_95_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:25:36 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.08338434e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_95_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_95_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0206f31e232918ba6f26d0dda2cfbaa2ad0e7343
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_95_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_40_95_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:43:07 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.03362607e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_96_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_96_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5de549dcdcec5376c7123f9615ee73be01374197
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_96_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_40_96_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:12:32 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.36508245e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_96_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_96_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..90f4f0b816d8852f7b3b07df61db6032f9c156d6
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_40_96_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_40_96_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:41:25 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.05058038e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
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+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_41_93_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_41_93_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1d34c6aeeced38525decf94ddb7897083da25680
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_41_93_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_41_93_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:05:32 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.92270746e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_41_93_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_41_93_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..98ea3928a7a4ba793b0fc5618116ca89c961f3da
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_41_93_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_41_93_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:45:12 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.48727673e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_41_94_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_41_94_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..722b348e7f7b7a87676fd20096c371335dfa7946
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_41_94_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_41_94_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:39:13 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.69569721e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_41_94_0_cap" Expression="XS_41_94_0_cap"/>
+        </Input>
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+    </Transform>
+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_41_94_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_41_94_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..37d221d4fd837a72ffe01d396762d15f80ff4f5a
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_41_94_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_41_94_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:35:32 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.72768840e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+          <Input Type="Target" Label="XS_41_94_0_n2n" Expression="XS_41_94_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_41_95_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_41_95_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cbbfaeedab9f5be914dc86ebb3d26c435a5a6828
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_41_95_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_41_95_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:27:34 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.68188702e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_41_95_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_41_95_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1bea2e298951da3f10dad63a43f8c8717f581532
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_41_95_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_41_95_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:38:16 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.66139776e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_100_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_100_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..497c2e1de294f6d98e6baf5d62e84c2fdd456d52
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_100_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_42_100_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:19:31 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.03619830e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_100_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_100_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6c3384c6083bbd9afaeb48b1e83c2ba5d7b62fd5
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_100_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_42_100_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:27:02 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.31585172e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_92_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_92_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..844a597db0495ca70b905d8e6b9dce960d64d182
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_92_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_42_92_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:48:29 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.17705865e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_92_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_92_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5288801cb4b1ceb8d8250929e8e60377ada5fdb1
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_92_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_42_92_0_n2n">
+  <GeneralInfo>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:27:16 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.88560567e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
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+  </Weights>
+</MethodSetup>
diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_94_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_94_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e66c2ade6ec2f753c6530448826e1a514e34e063
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_94_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_42_94_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:58:47 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.03732172e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_42_94_0_cap" Label="XS_42_94_0_cap" Title="XS_42_94_0_cap" Unit="" Internal="XS_42_94_0_cap" Type="F" Min="6.65832683e-02" Max="7.88912401e-02"/>
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+    <Transform Name="Normalize">
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+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
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+          <Input Type="Variable" Label="Time" Expression="Time"/>
+          <Input Type="Target" Label="XS_42_94_0_cap" Expression="XS_42_94_0_cap"/>
+        </Input>
+        <Output NOutputs="12">
+          <Output Type="Variable" Label="U5" Expression="U5"/>
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+          <Output Type="Variable" Label="Time" Expression="Time"/>
+          <Output Type="Target" Label="XS_42_94_0_cap" Expression="XS_42_94_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_94_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_94_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ff8de012b419e9f6acbbc6b2f95d2271a38639f4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_94_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_42_94_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:42:10 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_95_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_95_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fb0738b673ebe79273d85ebc32c8a6e8c928a488
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_95_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_42_95_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:27:09 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.32960005e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_95_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_95_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b0714b0f19065315240fee93e082940437832bfd
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_95_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_42_95_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:09:35 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.16134967e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_96_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_96_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e1c4d8304031ea9af76b59a1e70dc4e7524a0178
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_96_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_42_96_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:50:29 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.88298867e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_96_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_96_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b756fab3b2615ea5af57f58a8efc805ea18c20df
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_96_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_42_96_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:48:01 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.70768815e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_97_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_97_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e53bbee0a493c2ec7ab3d7ac279f2168d5198106
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_97_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_42_97_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:53:31 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.96737392e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_42_97_0_cap" Expression="XS_42_97_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_97_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_97_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e76c9f31d27623278df3fb4238567f5c8d8a5e63
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_97_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_42_97_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:50:07 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.72392531e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_98_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_98_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0496c38f3bc88af5725f8c91ef15b0f4d458a687
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_98_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_42_98_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:57:44 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.88755503e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_98_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_98_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..86772fc394a41d2cadfe4f4754f3d9225e02a72c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_98_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_42_98_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:13:40 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.66540268e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_99_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_99_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..18e8ceb391d369e5b013a9e7d79cee93caf384de
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_99_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_42_99_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:41:06 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.98330673e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
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+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="4.30373754e-03" Max="4.21657786e-02"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_42_99_0_cap" Expression="XS_42_99_0_cap"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_99_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_99_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d51b6e46bcdaf8d7e6b7ac06dcaa65e39c65877d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_42_99_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_42_99_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:33:53 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.90745346e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+          <Input Type="Target" Label="XS_42_99_0_n2n" Expression="XS_42_99_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_43_99_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_43_99_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..93a939a3ee1324cd208c8f99987308f5e8dba04b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_43_99_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_43_99_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:33:47 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.67003609e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_43_99_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_43_99_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ea3b7c40b5d390951a76740da1687b486c9edc26
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_43_99_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_43_99_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:29:34 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.72360380e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_100_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_100_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..227f4348ea4a5923da88deb58279e80536f65378
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_100_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_44_100_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:44:07 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.76893276e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_101_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_101_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a1e86d3d132ec4d6d78dbc78cd1abb18b4022988
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_101_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_44_101_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:00:46 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.15471364e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_101_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_101_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..168ddf582f18ad57436aecbbdaa1e9663d242eef
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_101_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+  <GeneralInfo>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:25:54 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.02279149e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
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+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_102_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_102_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3fa6a80afec40ace237b0a696c8991089d782a39
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_102_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_44_102_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:09:42 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.02481036e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
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+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+</MethodSetup>
diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_103_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_103_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ecb071511548ec4c72e942815b0457e58712f4e3
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_103_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_44_103_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:37:36 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.66722623e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_44_103_0_cap" Label="XS_44_103_0_cap" Title="XS_44_103_0_cap" Unit="" Internal="XS_44_103_0_cap" Type="F" Min="1.40469182e+00" Max="1.55617166e+00"/>
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+  <Transformations NTransformations="1">
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+          <Input Type="Target" Label="XS_44_103_0_cap" Expression="XS_44_103_0_cap"/>
+        </Input>
+        <Output NOutputs="12">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_103_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_103_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..13860c55f782f8238bc9d1fa2a81bd309c72a2a3
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_103_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_44_103_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:24:58 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.72441399e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_104_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_104_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a44c15fc3d8960b462d345bad7bc51d5befb30a9
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_104_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_44_104_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:37:59 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.58875030e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
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+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_105_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_105_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ed7ba13519efc712a108098777bced4ba8ffaa37
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_105_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_44_105_0_cap">
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:02:26 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.84377562e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_106_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_106_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e5a1264a0bccf12c9d3e79607ab32ca2f9217937
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_106_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_44_106_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:34:49 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.02329591e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_98_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_98_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fc4dc8299edc0d74b9c4bfddf26446d0999cfebd
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_98_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_44_98_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:18:35 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.25543780e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_99_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_99_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6855d65a8ca1249b866600d92bc86bcd0b00d80f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_44_99_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_44_99_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:27:15 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.16553229e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_45_103_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_45_103_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0df8c916851df3cca34b5149689c4e88ca30a265
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_45_103_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_45_103_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:35:43 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.87764131e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
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+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_45_103_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_45_103_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3924be7cd3bfb4a3f081bbdfddc76287db07f383
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_45_103_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_45_103_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:10:50 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.70261592e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_45_105_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_45_105_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..be834901234d7a272b0e8015909aa382460a5750
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_45_105_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_45_105_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:35:16 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.11397783e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_45_105_0_cap" Expression="XS_45_105_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_102_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_102_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ec841d5d776c166c121a8948a3232016a1d0209a
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_102_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_46_102_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:20:15 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.53251382e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_46_102_0_cap" Expression="XS_46_102_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_104_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_104_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..65adcbb76321f397cb525c1f7462fd70e5449c27
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_104_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_46_104_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:54:09 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.57428208e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_104_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_104_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..18e552948449d00dbbd53992721d620e8125b8c3
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_104_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_46_104_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:31:59 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.14233855e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_105_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_105_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8c62779a95093cb1dd2451a45a85baf05b5cc26d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_105_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_46_105_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:35:09 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.87182561e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_105_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_105_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7b0d311b6033d98f38a80a7d8f1c19c9418ba97d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_105_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_46_105_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:49:05 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.09328379e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_106_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_106_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0d0e98ceeb8344bfb00bb02257b89ef0bf3b8d25
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_106_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_46_106_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:02:56 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.83449979e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_106_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_106_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4e62705ff598c3ca608e6647fdc9b273c2201646
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_106_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_46_106_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:40:12 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.45260289e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_107_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_107_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bac71613cd0f6ee6ff69de80c880e6af3c3a33c9
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_107_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_46_107_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:55:05 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.93235905e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  <Spectators NSpec="0"/>
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new file mode 100644
index 0000000000000000000000000000000000000000..9fda957f08864b1ab515b94cf14f90b244f39f02
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_107_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_46_107_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:54:54 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.28510826e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_46_107_0_n2n" Label="XS_46_107_0_n2n" Title="XS_46_107_0_n2n" Unit="" Internal="XS_46_107_0_n2n" Type="F" Min="6.11527823e-03" Max="8.76166206e-03"/>
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+          <Input Type="Target" Label="XS_46_107_0_n2n" Expression="XS_46_107_0_n2n"/>
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+        <Output NOutputs="12">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_108_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_108_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d79249e773d185e969d24813fa9454dd775b76cb
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_108_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_46_108_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:06:42 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.72841382e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_108_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_108_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9c228df86c6e194b5861c05ae0891c7ce7c7036e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_108_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_46_108_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:54:02 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.85766995e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_110_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_110_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4e7f645897c54e69a334c2152a4fdda4fe143859
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_110_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_46_110_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:46:14 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.09273854e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_110_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_110_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..50db5cddd1b93b9c2a8cdd9e680a9fa797874369
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_46_110_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_46_110_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:28:23 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.94906366e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_47_107_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_47_107_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2c893b3bbe966fa0efd473597ed1d8b1792960a9
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_47_107_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_47_107_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:08:22 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.50503778e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_47_109_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_47_109_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2f43ec0c0c8c5e5363761e01b75cf33bba867d41
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_47_109_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_47_109_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:16:41 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.07753545e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  </Variables>
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_47_110_1_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_47_110_1_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2576a8977f6ecc8d0c76f65d9964a294257808cc
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_47_110_1_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_47_110_1_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:30:06 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.99220099e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_47_110_1_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_47_110_1_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..74a48cd015329a136d96ed9853a21015ad576879
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_47_110_1_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_47_110_1_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:42:58 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.15967902e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_47_111_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_47_111_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7158aaa9c162c6c7eef4e59a30560e5d4b0b3ab0
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_47_111_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_47_111_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:34:31 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.91616323e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_106_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_106_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6941a7f8c748d3b9cd2c573ef6be4ac44d775e5b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_106_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_48_106_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:55:54 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.18886288e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_48_106_0_cap" Label="XS_48_106_0_cap" Title="XS_48_106_0_cap" Unit="" Internal="XS_48_106_0_cap" Type="F" Min="6.08818352e-01" Max="6.74248695e-01"/>
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+          <Input Type="Target" Label="XS_48_106_0_cap" Expression="XS_48_106_0_cap"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_106_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_106_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..60dbc4307fda335e1539982afd1d6b53187606c5
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_106_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_48_106_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:17:23 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.04681339e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_108_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_108_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6c370304c7748de667d7c3c793a30405415c6bcd
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_108_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_48_108_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:00:52 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.60987163e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_108_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_108_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..23ee104594d3928a7d15687d9545db66bdea99be
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_108_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_48_108_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:18:02 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.00535307e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_110_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_110_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..60a2040842c0695b104f5c701bdf95681da48528
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_110_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_48_110_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:29:15 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.81941476e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_110_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_110_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2492c6235c2e7f39c1e400799954ab3f02555322
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_110_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:41:17 2015"/>
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+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
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+    <Info name="AnalysisType" value="Regression"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_111_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_111_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1d351fe63c4188b52adc50bb9012d2d7b3143c5b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_111_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_48_111_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:59:57 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.61683871e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  </Weights>
+</MethodSetup>
diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_111_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_111_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c84a5d7d1137c7412d4b472a3622aa292b526d39
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_111_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_48_111_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:54:12 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.60290053e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
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+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_48_111_0_n2n" Label="XS_48_111_0_n2n" Title="XS_48_111_0_n2n" Unit="" Internal="XS_48_111_0_n2n" Type="F" Min="1.58895331e-03" Max="2.45128712e-03"/>
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+          <Input Type="Target" Label="XS_48_111_0_n2n" Expression="XS_48_111_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_112_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_112_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..53bcff7332afed3eb743260be358ac0c9c318d98
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_112_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_48_112_0_cap">
+  <GeneralInfo>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:40:06 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_112_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_112_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3f494954f0eb95631ae8bfc734358e4d168c65a8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_112_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_48_112_0_n2n">
+  <GeneralInfo>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 15:55:00 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.63991578e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_113_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_113_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a9e0d4b66bd276e0662cb8278d7bf8d1d3244330
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_113_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_48_113_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:16:35 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.39447030e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_113_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_113_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b91fa20d92603be51db046b008982b659d75e384
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_113_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_48_113_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:07:08 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.07979649e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_114_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_114_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5d89306064c7c4a37d7dcaeccfd3ab5455519e16
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_114_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_48_114_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:27:42 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.07431825e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_114_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_114_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..864939767803f5c62fb2c57d5116c3c32aba3e1f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_114_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_48_114_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:21:29 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.67774357e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_115_1_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_115_1_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6735f14cc84ce8a058b633aa8727b5d9469ef0f2
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_115_1_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_48_115_1_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:41:22 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="9.89605537e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_116_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_116_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..de0aea9780c11f754e907ff8bde8950f3663e66d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_116_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_48_116_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:11:06 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.98914154e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_116_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_116_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a7f76898d130b4d7a3d5c38a10fc7589144d8e72
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_48_116_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_48_116_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:16:51 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.29584951e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+          <Input Type="Target" Label="XS_48_116_0_n2n" Expression="XS_48_116_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_49_113_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_49_113_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..68f3b5e0ea282799d37ed19590350678d2f14398
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_49_113_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_49_113_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:09:19 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.79664074e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_49_113_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_49_113_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a579eaf0e8b6c5cf94ff542abe9ec1cfeb90931e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_49_113_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_49_113_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:05:48 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.88904753e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_49_115_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_49_115_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..164bbfedb2daad2cfd48a59e7d92135f9d5397d8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_49_115_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_49_115_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:11:07 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.29185838e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_49_115_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_49_115_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1ae05ce8f6f4e969bb8d22e9187ed1b1e970a7f6
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_49_115_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_49_115_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:24:27 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.24519515e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_4_9_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_4_9_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..898496241ab7eb73ed7ad6b9bfacca494b318a0f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_4_9_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_4_9_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:42:47 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.22020936e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_112_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_112_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d62d22066443c725ce4253029c3296d0c761bb31
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_112_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_50_112_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:31:00 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.87026738e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_112_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_112_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e3007cfd8c87774630fd0a012171c2c99a4ec191
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_112_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:21:29 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.26166543e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+  </Weights>
+</MethodSetup>
diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_114_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_114_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..20f99695756d0ce59c6cb30ce8d8652845ba8c27
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_114_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_50_114_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:25:08 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.98268209e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
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+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_50_114_0_cap" Expression="XS_50_114_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_114_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_114_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..41a911dc2cf2c505aa8a0d0ce6f160dda3b00879
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_114_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_115_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_115_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..116350a7aab26c34d1611a24fc58a9062030643f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_115_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_115_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_115_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bfc4a950bf3c84eb53c9f91e5aa894aecb9b606e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_115_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_50_115_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:28:13 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.01023362e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_116_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_116_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..38c7b29cb25ab04787ffc13d12a872ca0b619e5f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_116_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_50_116_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:07:09 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.70800307e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_116_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_116_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..44b8db29d75121b0cbb8249ad5753833efe7a199
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_116_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_50_116_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:15:03 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.12435319e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_117_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_117_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ff3660384fbad93874b2943b42080d75cadcc8ff
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_117_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_50_117_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:58:46 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.68921457e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_117_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_117_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b660112cfd2282352ed148cb1ff96f1feca359f4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_117_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_50_117_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:23:11 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.48101986e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_118_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_118_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..89e6094acfbc8f9a3834ffb3316a40809b2df121
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_118_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_50_118_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:26:40 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.69169145e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_118_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_118_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9213643ea79f67d3e25fe5d97d8216ce45b5562c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_118_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_50_118_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:07:48 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.55222850e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_119_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_119_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e3f9a387124967a8f13006eb7fcaa9a23a071aa3
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_119_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_50_119_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:59:33 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.55968028e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_119_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_119_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0970bb3aec56067e6ca36cfa09f2d2f80acb2b54
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_119_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_50_119_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:32:50 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.60217343e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_120_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_120_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1df082a02e7c4c12b0707214ff06112d24a9eb27
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_120_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_50_120_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:17:55 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.40728255e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_120_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_120_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..269ccef8ab34016f19fddb16093e21fde9181db7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_120_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_50_120_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:20:24 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.54991653e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_122_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_122_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..51db8e6fa11070fa10b252763c0e3795e91b1610
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_122_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_50_122_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:27:38 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.78476315e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_122_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_122_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8d6b42c803919e0d0e2b3d8f48c9a4e1cc591454
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_122_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_50_122_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:56:01 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.88095851e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_123_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_123_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e64657a17c5e1c5eb4d072170e6cfd9f3e0e5950
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_123_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_50_123_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:10:45 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.66076058e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_124_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_124_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..aad52dcdab1e9e00fca9594d76eb1aa221d643b7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_124_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_50_124_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:04:18 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.04511700e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_124_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_124_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..57a7d9d42d939c1f479e334b4f311211637980ce
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_124_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_50_124_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:00:17 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.79782037e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
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+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_50_124_0_n2n" Label="XS_50_124_0_n2n" Title="XS_50_124_0_n2n" Unit="" Internal="XS_50_124_0_n2n" Type="F" Min="9.20744671e-04" Max="1.57960795e-03"/>
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+          <Input Type="Target" Label="XS_50_124_0_n2n" Expression="XS_50_124_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_125_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_125_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0f5e3b7a2dc7af9c856ae492400c4d04040f49fd
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_125_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_50_125_0_cap">
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_126_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_126_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7562191a0dc51c3d70a60e4db19cff095a958ade
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_50_126_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:08:23 2015"/>
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+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_121_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_121_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..913b327832f75d1ad497d884f7779e8a03b144a7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_121_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_51_121_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:25:40 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.46340814e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
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+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_121_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_121_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..586ed2e0497f01a82875009c01596a30b7e6681d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_121_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_51_121_0_n2n">
+  <GeneralInfo>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:21:10 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.55019443e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_123_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_123_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..66a109d7b08b0e2ab8570eb93dc2f072205b7fa4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_123_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_51_123_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:34:31 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.87044531e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_123_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_123_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..68987abcea9805722cc07eb48c3f0313c3a81627
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_123_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_51_123_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:44:39 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.34809289e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_124_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_124_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..349df4dfe4aed4ba4b5d5d215b944187e4b8ec43
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_124_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_51_124_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:33:53 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.26020207e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
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+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_125_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_125_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c17e70146f3027f674c786561a9868607af918e5
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_125_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_51_125_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:31:31 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.19670334e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_126_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_126_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d7d3468b1b25af0282f967a341b86e7ab8012d8f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_51_126_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_51_126_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:00:21 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.20489438e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_51_126_0_cap" Expression="XS_51_126_0_cap"/>
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+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_122_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_122_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..51592253d5096c701e56147b0040d37e688e1189
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_122_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_52_122_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:18:38 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.99296318e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_52_122_0_cap" Expression="XS_52_122_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_123_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_123_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..76c418ad912c15ac73190127befcef4a08070ffc
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_123_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_52_123_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:40:52 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.98116456e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_52_123_0_cap" Expression="XS_52_123_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_124_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_124_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c054e37a9a1937febddf8bc2b55525696924dc7e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_124_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_52_124_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:49:44 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.15733111e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_125_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_125_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..619488a7161eb9fd878dd709bd508876173959fc
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_125_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_52_125_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:56:53 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.96062067e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_126_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_126_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0263c835a17898cc736817c558c2d969434565a4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_126_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_52_126_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:32:23 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.48947012e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_127_1_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_127_1_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..dc0db2951a0632f039a11455d53da225e7e97a69
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_127_1_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_52_127_1_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:08:16 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.16305682e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_128_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_128_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..64e6e6d637c4f669cce3164c067dee33801a36ac
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_128_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_52_128_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:49:22 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.33752347e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_129_1_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_129_1_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8d571e2b60ae667ed393f63eccec6db873e58e6d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_129_1_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_52_129_1_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:39:16 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.35542013e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
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+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  <Spectators NSpec="0"/>
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index 0000000000000000000000000000000000000000..8e7f94d94b358da4d6f594e9098e2abed3a2e802
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_130_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_52_130_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:28:03 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.97691542e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+    <Variable VarIndex="6" Expression="Pu12" Label="Pu12" Title="Pu 242" Unit="FractionIsotopic" Internal="Pu12" Type="F" Min="7.64389639e-04" Max="2.53406931e-02"/>
+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
+    <Variable VarIndex="8" Expression="Am2" Label="Am2" Title="Am 242" Unit="FractionIsotopic" Internal="Am2" Type="F" Min="1.01304298e-09" Max="2.95403443e-05"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_52_130_0_cap" Label="XS_52_130_0_cap" Title="XS_52_130_0_cap" Unit="" Internal="XS_52_130_0_cap" Type="F" Min="1.42253395e-02" Max="2.81826127e-02"/>
+  </Targets>
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+    <Transform Name="Normalize">
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+          <Input Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Input Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Input Type="Variable" Label="Pu11" Expression="Pu11"/>
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+          <Input Type="Variable" Label="Am2" Expression="Am2"/>
+          <Input Type="Variable" Label="Am3" Expression="Am3"/>
+          <Input Type="Variable" Label="Time" Expression="Time"/>
+          <Input Type="Target" Label="XS_52_130_0_cap" Expression="XS_52_130_0_cap"/>
+        </Input>
+        <Output NOutputs="12">
+          <Output Type="Variable" Label="U5" Expression="U5"/>
+          <Output Type="Variable" Label="U8" Expression="U8"/>
+          <Output Type="Variable" Label="Pu8" Expression="Pu8"/>
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+          <Output Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Output Type="Variable" Label="Am1" Expression="Am1"/>
+          <Output Type="Variable" Label="Am2" Expression="Am2"/>
+          <Output Type="Variable" Label="Am3" Expression="Am3"/>
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+          <Output Type="Target" Label="XS_52_130_0_cap" Expression="XS_52_130_0_cap"/>
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+      </Selection>
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+        <Ranges>
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+      </Class>
+    </Transform>
+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_132_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_132_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..086a52f08f83f118cea757df700a81925dbdc778
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_52_132_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_52_132_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:54:31 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.18673571e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_127_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_127_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e7abb8106bb25546ab201e0d07f350ee7134d792
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_127_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_53_127_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:46:38 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.30613166e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_127_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_127_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f3cf89c208adeb763bb5222bd780c057c0d63771
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_127_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_53_127_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:49:21 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.03318758e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_129_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_129_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ebce0d67a82e2600496258043861dfce239c3111
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_129_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_53_129_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:35:49 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.39009831e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_129_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_129_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..98182e0168b792c77440a00f5b280df27c9daab5
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_129_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_53_129_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:42:31 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.15667478e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_130_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_130_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..be00987a2219e0e39e6102af7e4bd1a5f00169a8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_130_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_53_130_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:35:11 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.28953811e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_131_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_131_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..73fa61d61406a5438260d9730b520ba8d604b9d6
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_131_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_53_131_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:28:28 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.08820506e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_135_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_135_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..da9b420aad126a4fdda35e5628152a0e77acbe04
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_53_135_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_53_135_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:13:15 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.49308687e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_53_135_0_cap" Expression="XS_53_135_0_cap"/>
+        </Input>
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+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_124_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_124_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7cfb7e3b8fcb4a8c4a1d8f9fffd6e42d4e9ef75f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_124_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_54_124_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:41:03 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.92183921e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_54_124_0_cap" Label="XS_54_124_0_cap" Title="XS_54_124_0_cap" Unit="" Internal="XS_54_124_0_cap" Type="F" Min="6.06432800e+01" Max="9.27036209e+01"/>
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+          <Input Type="Target" Label="XS_54_124_0_cap" Expression="XS_54_124_0_cap"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_124_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_124_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fb2c4f82560c2db4017710f9f48f1077604e0a71
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_124_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_54_124_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:45:45 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.49651035e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_126_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_126_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ac69f97169c7999de85c392d9b050786208049c2
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_126_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_54_126_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:02:01 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.69574632e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_126_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_126_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cd41dabdd818e173a7d1c1f5177c57d04ea39d37
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_126_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_54_126_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:51:47 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.00696977e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_128_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_128_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c4f203c6fa54636c856b09b49cd82cde5ce2a29b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_128_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_54_128_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:16:43 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.92365543e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_128_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_128_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bd4e9d21f5d53ad15fd96d472e13d9fbccc84c4b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_128_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_54_128_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 16:55:14 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.59649383e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_129_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_129_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..44064045dc829f2c831f91f72f516ebba7a39824
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_129_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_54_129_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:47:40 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.67988169e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_129_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_129_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0863c20baebfb56edb485b9149a8f91bc5ea2d6c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_129_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+  <GeneralInfo>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:26:52 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.24446624e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
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+</MethodSetup>
diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_130_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_130_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3ac663bcaa23a13e7c641ecffceac54de94a5b81
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_130_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_54_130_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:08:20 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.70448368e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_54_130_0_cap" Label="XS_54_130_0_cap" Title="XS_54_130_0_cap" Unit="" Internal="XS_54_130_0_cap" Type="F" Min="1.91348746e-01" Max="4.89195973e-01"/>
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+          <Input Type="Target" Label="XS_54_130_0_cap" Expression="XS_54_130_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_130_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_130_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2cc585a8adcea5120b6204c6e0c6ef026ce84dcf
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_130_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_54_130_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:04:35 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_131_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_131_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6d7820a88ab944637bf9c5eb379f56c0bfc1e5ce
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_131_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:02:40 2015"/>
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+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.26457303e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_131_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_131_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0dbc66d4c9598deee2504656b1dcb6333b5fa19f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_131_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_54_131_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:33:40 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.48749609e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_132_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_132_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9360816361059a60602a6cae93c9f9c0856a2d26
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_132_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_54_132_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:00:15 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.04256550e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_132_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_132_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..11570723d94c6f1210d2a3289327e0716622308d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_132_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_54_132_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:05:54 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.52121855e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_133_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_133_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e92c503aa86103f53c4bb6bc3a4c808b9f787717
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_133_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_54_133_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:13:50 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.53988322e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_134_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_134_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e411c31e5844332b4941950feadcbe1da587d6ef
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_134_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_54_134_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:02:21 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.72658334e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
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+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_134_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_134_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..261af06cacf44e21f68a712f672c96b728412d1e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_134_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_54_134_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:34:24 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.84641178e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_135_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_135_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3c82a007c7d77a9553bfdd3b13637b2b0ab526df
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_135_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_54_135_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:30:32 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.87375716e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_54_135_0_cap" Expression="XS_54_135_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_136_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_136_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2836909c7f113a42dcd0669356bbdb14122dfc00
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_136_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_54_136_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:15:24 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.28651395e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_54_136_0_cap" Expression="XS_54_136_0_cap"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_136_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_136_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bad93ea43b63ec20c0843fd927bebbe01cccf2f4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_54_136_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_54_136_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:24:16 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.16175984e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_133_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_133_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c29f083982ddd9dd22aa0c68e51bbc51ee85d7d3
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_133_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_55_133_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:05:01 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.82928787e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_133_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_133_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..acad2f2715a53e66f2525c1488fcd354d7197981
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_133_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_55_133_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:33:25 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.90130133e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_134_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_134_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..862d0590ba4cd6f45da9dc0fa8f57d5a3aaabb4a
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_134_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_55_134_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:45:44 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.17363247e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_135_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_135_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bf580d91432c5e2e0a1e9f84d42cc70d3f387c38
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_135_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_55_135_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:06:30 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.25569950e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Variables NVar="11">
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_135_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_135_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ae176a386ed80b354210faf9b00ee58d6934d866
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_135_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_55_135_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:32:01 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.05481413e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_136_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_136_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a879c1604f440998bbd18911d9e99662a9425aa8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_136_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_55_136_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:10:40 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.00688277e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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index 0000000000000000000000000000000000000000..845236016908f97193f31dabd140e88357e570b1
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_137_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_55_137_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:24:37 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.54998353e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+    <Variable VarIndex="6" Expression="Pu12" Label="Pu12" Title="Pu 242" Unit="FractionIsotopic" Internal="Pu12" Type="F" Min="7.64389639e-04" Max="2.53406931e-02"/>
+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
+    <Variable VarIndex="8" Expression="Am2" Label="Am2" Title="Am 242" Unit="FractionIsotopic" Internal="Am2" Type="F" Min="1.01304298e-09" Max="2.95403443e-05"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_55_137_0_cap" Label="XS_55_137_0_cap" Title="XS_55_137_0_cap" Unit="" Internal="XS_55_137_0_cap" Type="F" Min="2.63076015e-02" Max="3.21766995e-02"/>
+  </Targets>
+  <Transformations NTransformations="1">
+    <Transform Name="Normalize">
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+          <Input Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Input Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Input Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Input Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Input Type="Variable" Label="Am1" Expression="Am1"/>
+          <Input Type="Variable" Label="Am2" Expression="Am2"/>
+          <Input Type="Variable" Label="Am3" Expression="Am3"/>
+          <Input Type="Variable" Label="Time" Expression="Time"/>
+          <Input Type="Target" Label="XS_55_137_0_cap" Expression="XS_55_137_0_cap"/>
+        </Input>
+        <Output NOutputs="12">
+          <Output Type="Variable" Label="U5" Expression="U5"/>
+          <Output Type="Variable" Label="U8" Expression="U8"/>
+          <Output Type="Variable" Label="Pu8" Expression="Pu8"/>
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+          <Output Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Output Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Output Type="Variable" Label="Am1" Expression="Am1"/>
+          <Output Type="Variable" Label="Am2" Expression="Am2"/>
+          <Output Type="Variable" Label="Am3" Expression="Am3"/>
+          <Output Type="Variable" Label="Time" Expression="Time"/>
+          <Output Type="Target" Label="XS_55_137_0_cap" Expression="XS_55_137_0_cap"/>
+        </Output>
+      </Selection>
+      <Class ClassIndex="0">
+        <Ranges>
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+      </Class>
+    </Transform>
+  </Transformations>
+  <MVAPdfs/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_137_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_137_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b73c3b34a6debff5d211ddaf9b340137012c226d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_55_137_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_55_137_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:19:20 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.93976434e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_130_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_130_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..757cc3cc128ae22b6a354c18a797ffe5f1b05102
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_130_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_56_130_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:42:21 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.05197689e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_130_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_130_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..59238df874f27a2e99d863bf4acb804d44420701
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_130_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_56_130_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:55:30 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.11021240e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_132_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_132_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1f3b9fdb53682cf45f9e6345615e274e8c221934
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_132_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_56_132_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:39:13 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.60660717e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_132_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_132_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..aa99e6eeba29cd2b748135238fa107eb4252c9e7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_132_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_56_132_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:54:17 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.30396115e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_134_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_134_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..862184eb29653b4100357df71de897b558504f1b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_134_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_56_134_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:43:07 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.36584730e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_134_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_134_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4bdfb5d4d7c557bfc0bc2ae096d219ab03618a63
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_134_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_56_134_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:11:17 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.35722509e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_135_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_135_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6f62444b06cefdf95f7fa846afafa9f96df977d9
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_135_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_56_135_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:46:34 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.42151473e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_135_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_135_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3c4539fffa6c1cac77696759fe3ee5ffaab86196
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_135_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_56_135_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:33:58 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.65031452e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_136_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_136_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..89b8773871861d425463ac5dededa6273914bdb8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_136_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_56_136_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:22:19 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.95185691e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_56_136_0_cap" Expression="XS_56_136_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_136_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_136_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a660e7ea41e704064c1c00cb16d06f3ababa6b65
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_136_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_56_136_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:29:55 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.26321813e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_137_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_137_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cde8e037b06f0c4c181c67b15822a703a60a1120
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_137_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_56_137_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:23:40 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.28995820e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_137_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_137_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ae758637dd1e028b6c76153a6181dfd867a4b1d0
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_137_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_56_137_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:25:56 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.81470307e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_138_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_138_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0a8e2b66ece0ac91a1c18c960519feb28e9dea07
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_138_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_56_138_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:35:55 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.91684272e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_138_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_138_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e04b33cd79fff8929af5fa619af4d2e7eece6b51
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_138_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_56_138_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:28:13 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.79001819e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_140_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_140_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4de8676e7701a61bed3ca1dff53584af5a0afec7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_140_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_56_140_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:00:02 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.95980582e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_140_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_140_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..df085c1416c182fc20ac94818d7c2e331d92aa32
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_56_140_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_56_140_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:32:09 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.12960222e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
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index 0000000000000000000000000000000000000000..aa10ca9ac64b7dbc6980e9766ce2df538c0ca57b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_57_138_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_57_138_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:15:34 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.54218441e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+    <Variable VarIndex="6" Expression="Pu12" Label="Pu12" Title="Pu 242" Unit="FractionIsotopic" Internal="Pu12" Type="F" Min="7.64389639e-04" Max="2.53406931e-02"/>
+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
+    <Variable VarIndex="8" Expression="Am2" Label="Am2" Title="Am 242" Unit="FractionIsotopic" Internal="Am2" Type="F" Min="1.01304298e-09" Max="2.95403443e-05"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_57_138_0_cap" Label="XS_57_138_0_cap" Title="XS_57_138_0_cap" Unit="" Internal="XS_57_138_0_cap" Type="F" Min="7.35882473e+00" Max="1.19395800e+01"/>
+  </Targets>
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+    <Transform Name="Normalize">
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+          <Input Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Input Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Input Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Input Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Input Type="Variable" Label="Am1" Expression="Am1"/>
+          <Input Type="Variable" Label="Am2" Expression="Am2"/>
+          <Input Type="Variable" Label="Am3" Expression="Am3"/>
+          <Input Type="Variable" Label="Time" Expression="Time"/>
+          <Input Type="Target" Label="XS_57_138_0_cap" Expression="XS_57_138_0_cap"/>
+        </Input>
+        <Output NOutputs="12">
+          <Output Type="Variable" Label="U5" Expression="U5"/>
+          <Output Type="Variable" Label="U8" Expression="U8"/>
+          <Output Type="Variable" Label="Pu8" Expression="Pu8"/>
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+          <Output Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Output Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Output Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Output Type="Variable" Label="Am1" Expression="Am1"/>
+          <Output Type="Variable" Label="Am2" Expression="Am2"/>
+          <Output Type="Variable" Label="Am3" Expression="Am3"/>
+          <Output Type="Variable" Label="Time" Expression="Time"/>
+          <Output Type="Target" Label="XS_57_138_0_cap" Expression="XS_57_138_0_cap"/>
+        </Output>
+      </Selection>
+      <Class ClassIndex="0">
+        <Ranges>
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+      </Class>
+    </Transform>
+  </Transformations>
+  <MVAPdfs/>
+  <Weights>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_57_138_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_57_138_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9b711cb504fa0ffa6be98e8dc5801b27af717add
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_57_138_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_57_138_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:13:42 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.79767229e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_57_139_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_57_139_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..35e18120c6da03d35c2fa60c5e1e8f426b62035d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_57_139_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_57_139_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:14:42 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.13149998e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_57_139_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_57_139_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4f7fb4266b078dbd9f7a5aba651c2eeeb213bead
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_57_139_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_57_139_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:43:58 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.64011694e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_57_140_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_57_140_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f79648be7fa7b95e1808b09a03e47e9421d4d22e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_57_140_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_57_140_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:10:13 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.19158328e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_140_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_140_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2fa6917d2e7da42104f6fb016ba6c189ff4af2c0
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_140_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_58_140_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:55:01 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.85417253e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
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+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_141_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_141_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8121abb1c14ad589a7aeaf975ed47bda5a1dff12
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_141_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_58_141_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:33:57 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.49058339e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_141_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_141_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6bace6bc1df59931579e68ba2991a2437b3ef1e9
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_141_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_58_141_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:00:34 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.33245905e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_142_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_142_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..720e8b0f130f73ac1c626f549141b329f2bfae10
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_142_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_58_142_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:03:33 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.47318718e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_58_142_0_cap" Expression="XS_58_142_0_cap"/>
+        </Input>
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+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_142_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_142_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..839171b3c627b7435ffe2387fe63c3671cf6bf0a
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_142_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_58_142_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:13:10 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.14728961e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_143_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_143_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..02dcf6b4ca27158e41abf4970085b11ab513b7c7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_143_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_58_143_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:26:56 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.13753612e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
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+          <Input Type="Target" Label="XS_58_143_0_cap" Expression="XS_58_143_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_144_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_144_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e46ecdc122685ffe38ef1de07d98f7e8fd444d20
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_144_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_58_144_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:07:58 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.99388558e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_144_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_144_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7a842df0ac912d26000edfab963acbf894442828
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_58_144_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_58_144_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:52:13 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.40417584e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_59_141_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_59_141_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f7831fb97cf0a72e4319b8030e01a2f7f81d0500
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_59_141_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_59_141_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:43:26 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.82639533e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_59_141_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_59_141_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..250d6eb2657a7fc18e447efb072a208ee9d1d125
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_59_141_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_59_141_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:37:47 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.74117915e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_59_142_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_59_142_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e02ffa12ac5092c6e5ce0e431f6e7738015de9bf
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_59_142_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_59_142_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:14:01 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.45647327e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_59_143_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_59_143_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..399711a6ff80d8c09aba564e23f9ae1bfb9503ad
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_59_143_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_59_143_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:06:29 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.91329638e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_5_10_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_5_10_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..18b043b1b1580c947e2c9055e909f5463ae7b720
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_5_10_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_5_10_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:48:07 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.63239750e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="4.30373754e-03" Max="4.21657786e-02"/>
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+    <Variable VarIndex="6" Expression="Pu12" Label="Pu12" Title="Pu 242" Unit="FractionIsotopic" Internal="Pu12" Type="F" Min="7.64389639e-04" Max="2.53406931e-02"/>
+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
+    <Variable VarIndex="8" Expression="Am2" Label="Am2" Title="Am 242" Unit="FractionIsotopic" Internal="Am2" Type="F" Min="1.01304298e-09" Max="2.95403443e-05"/>
+    <Variable VarIndex="9" Expression="Am3" Label="Am3" Title="Am 243" Unit="FractionIsotopic" Internal="Am3" Type="F" Min="7.64972924e-07" Max="7.47120613e-03"/>
+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_5_10_0_cap" Label="XS_5_10_0_cap" Title="XS_5_10_0_cap" Unit="" Internal="XS_5_10_0_cap" Type="F" Min="1.00000001e-10" Max="3.17950919e-02"/>
+  </Targets>
+  <Transformations NTransformations="1">
+    <Transform Name="Normalize">
+      <Selection>
+        <Input NInputs="12">
+          <Input Type="Variable" Label="U5" Expression="U5"/>
+          <Input Type="Variable" Label="U8" Expression="U8"/>
+          <Input Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Input Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Input Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Input Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Input Type="Variable" Label="Am1" Expression="Am1"/>
+          <Input Type="Variable" Label="Am2" Expression="Am2"/>
+          <Input Type="Variable" Label="Am3" Expression="Am3"/>
+          <Input Type="Variable" Label="Time" Expression="Time"/>
+          <Input Type="Target" Label="XS_5_10_0_cap" Expression="XS_5_10_0_cap"/>
+        </Input>
+        <Output NOutputs="12">
+          <Output Type="Variable" Label="U5" Expression="U5"/>
+          <Output Type="Variable" Label="U8" Expression="U8"/>
+          <Output Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Output Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Output Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Output Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Output Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Output Type="Variable" Label="Am1" Expression="Am1"/>
+          <Output Type="Variable" Label="Am2" Expression="Am2"/>
+          <Output Type="Variable" Label="Am3" Expression="Am3"/>
+          <Output Type="Variable" Label="Time" Expression="Time"/>
+          <Output Type="Target" Label="XS_5_10_0_cap" Expression="XS_5_10_0_cap"/>
+        </Output>
+      </Selection>
+      <Class ClassIndex="0">
+        <Ranges>
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+        </Ranges>
+      </Class>
+    </Transform>
+  </Transformations>
+  <MVAPdfs/>
+  <Weights>
+    <Layout NLayers="4">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_5_11_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_5_11_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f251a8bcfff536a9f5cf0f6de887f3a4d668a7cf
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_5_11_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_5_11_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:57:06 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.54787244e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_5_11_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_5_11_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b80435278894f8bdc25e86c79cb88b6ed53e64dd
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_5_11_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_5_11_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:54:35 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.66978622e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_142_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_142_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..00262ba1c99d2d32f372847bcbf71a8101cb0bbe
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_142_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_60_142_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:34:39 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.97724480e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_143_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_143_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..aa7c0ff9d1a965d2fea259d43f5800397c8201fc
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_143_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_60_143_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:13:14 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.97388627e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_143_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_143_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b07001463fb794797f95c9d899f46fe44cf9e125
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_143_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_60_143_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:18:05 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.65709187e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_144_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_144_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..44d1e8921558ceaba7c4f9b93a541a211b492dae
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_144_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_60_144_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:43:07 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.04064757e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_144_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_144_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..845174f3171214b31cf16d5a6c387e51907696ed
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_144_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_60_144_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 17:50:11 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.69119411e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_145_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_145_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..78d5498fe605cc6584b586870af3e9a2fabd6496
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_145_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_60_145_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:59:56 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.83250282e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_60_145_0_cap" Expression="XS_60_145_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_145_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_145_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0a981420111216ba584e4face994062d2232279b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_145_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_60_145_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:14:45 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.92028340e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_146_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_146_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..876b2392aed2400426a94f581a7e9ada8b20717a
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_146_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_60_146_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:58:56 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.55561541e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Variables NVar="11">
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_60_146_0_cap" Expression="XS_60_146_0_cap"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_146_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_146_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..128d75351d0b7550c288e592b4c0ddcfee3cd3b3
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_146_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_60_146_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:16:02 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.92293576e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_147_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_147_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ca9f8b4f88c9ad233c0fd161b88d079c5d44e2cc
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_147_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_60_147_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:46:48 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.28821763e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_148_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_148_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..aa4c2beacb9c9d4310b79ea680e3a0e5f11be418
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_148_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_60_148_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:09:50 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.32533112e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Variables NVar="11">
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_148_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_148_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..75cb165c7fe82269ac8f0becc6ee3af1d0a1a9e7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_148_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_60_148_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:47:47 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.96026043e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_150_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_150_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..296061eca2c75e39a031aa0198b88266fecefa5d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_150_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_60_150_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:41:40 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.75345302e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
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+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
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+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_150_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_150_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e6299d93c12cad0054fe3588e6efb572a9220ab8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_60_150_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_60_150_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:39:35 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.61621862e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_61_147_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_61_147_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..547f57fb48f7e17303c7ccec0fd94a41298a165a
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_61_147_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_61_147_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:53:53 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.01354950e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
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+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_61_147_0_cap" Label="XS_61_147_0_cap" Title="XS_61_147_0_cap" Unit="" Internal="XS_61_147_0_cap" Type="F" Min="3.37467957e+01" Max="5.82725220e+01"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_61_148_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_61_148_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c7751d42ba64bcf0ab1dac11c2c5f813ac8a247a
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_61_148_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_61_148_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:59:25 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.68498874e+03"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_61_148_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_61_148_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a999218dcfe24b04bc9b41bbb146194ba8e0375e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_61_148_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_61_148_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:06:37 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.44087478e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_61_148_1_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_61_148_1_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1e2fb5f3476341a604ad0f586d6421d84cd2f274
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_61_148_1_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_61_148_1_cap">
+  <GeneralInfo>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:11:47 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.33552478e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_61_149_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_61_149_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d7929852dfc696f573c1ad9fb8ed022a89de72e8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_61_149_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_61_149_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:53:06 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.96647609e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_61_151_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_61_151_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f6b10a20ef7a893302759480a53e4a629e1b0e81
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_61_151_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_61_151_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:46:37 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.65319434e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_147_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_147_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2cbe90aac82e1d85cbec02ae363e6dcd16134f8b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_147_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_62_147_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:06:01 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.64468740e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_147_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_147_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1ed872bc69e9703094d209a06cae4ea0f7147495
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_147_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_62_147_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:24:47 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.05751156e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_148_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_148_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f601a4a43eaa51d145777e4fe282269a0d78a152
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_148_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_62_148_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:48:20 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.45414796e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_149_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_149_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3c8cc0b9d291d0777b53a71f922aa199fb26d972
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_149_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_62_149_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:12:13 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.87315723e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_62_149_0_cap" Expression="XS_62_149_0_cap"/>
+        </Input>
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+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_149_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_149_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9ca75a12c9e167b7a3081e8e9bd756cda92f88eb
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_149_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_62_149_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:16:52 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.54838317e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_62_149_0_n2n" Expression="XS_62_149_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_150_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_150_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..07ad13764e83fc15a857ef4e0af3cc2aa9d9cea5
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_150_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_62_150_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:11:59 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.62810613e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_62_150_0_cap" Expression="XS_62_150_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_151_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_151_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2c2d3d5af55160bb903bc01186f1e216b4e64980
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_151_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_62_151_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:24:17 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.17889345e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_151_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_151_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0e24746e5a17ea343b03695995ea6155d42d3e6b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_151_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_62_151_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:16:25 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.09662084e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_152_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_152_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7ee63c58145cbd0583dcbadf35cce078dd9f42d0
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_152_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_62_152_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:26:37 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.17772325e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_152_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_152_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d9bf65ba326ad9470797dfe0e8f2ee3df1c6d9bc
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_152_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_62_152_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:03:14 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.42399264e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_153_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_153_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f0828563ab0e92ed70a9a214e549789d596ff7f6
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_153_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_62_153_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:55:27 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.26962985e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
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+      <Layer Index="3" NNeurons="1">
+        <Neuron NSynapses="0"/>
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+</MethodSetup>
diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_154_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_154_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e9ccce8bb714cfa83e4d99530fbacca3ca74bd19
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_62_154_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_62_154_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:05:35 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.77334603e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_62_154_0_cap" Expression="XS_62_154_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_151_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_151_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3cdb66758dc0bc6c674a9dd973a78d0dc73d4b17
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_151_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_63_151_0_cap">
+  <GeneralInfo>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_151_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_151_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..80b02f81509c7f17c535f4833a8bec2e63735f79
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_151_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:19:10 2015"/>
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+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.08479905e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_152_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_152_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..dbddf359ff94a43be6f4ea958831bba41d009d16
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_152_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_63_152_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:27:38 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.03829325e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_152_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_152_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..75de06ae62fc90b21c24f445d2a51e4a3d419320
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_152_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_63_152_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:32:16 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.64903723e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="V" modified="Yes">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_153_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_153_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..dc61a197ea566478e56356a3bca38197dfc45b1d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_153_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_63_153_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:38:10 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="9.44817312e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
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+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_153_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_153_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..345242af6b728ec9a5e535ab4064eb31fee8c477
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_153_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_63_153_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:57:18 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.37826134e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_154_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_154_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..214c853fb5260e119d3685a1a7f62c57ac73ce60
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_154_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_63_154_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:36:56 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.63144123e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_154_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_154_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e5aa61e485b8b591e7701521f7be97c58eba29f7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_154_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_63_154_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:53:18 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.86306138e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_155_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_155_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..29e6d008623d429478192f4bb6582ec18f371871
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_155_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_63_155_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:21:36 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.20095795e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_63_155_0_cap" Label="XS_63_155_0_cap" Title="XS_63_155_0_cap" Unit="" Internal="XS_63_155_0_cap" Type="F" Min="1.82540558e+02" Max="6.34720947e+02"/>
+  </Targets>
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+          <Input Type="Target" Label="XS_63_155_0_cap" Expression="XS_63_155_0_cap"/>
+        </Input>
+        <Output NOutputs="12">
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+    </Transform>
+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_155_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_155_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..561bfc9f7c2b6cfd414e75179935c28a5ffa6959
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_155_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_63_155_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:55:10 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.91764997e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+          <Input Type="Target" Label="XS_63_155_0_n2n" Expression="XS_63_155_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_156_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_156_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..61fe1686eee597c5177afa703ba05ac962bf00db
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_156_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_63_156_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:52:43 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.74244123e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_63_156_0_cap" Expression="XS_63_156_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_157_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_157_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e953d43cceb89b42667a30178c03fe69f0ba2291
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_63_157_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_63_157_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:00:52 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.29097510e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_152_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_152_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2bb6357abaa43523baf1132179e33a649e69da47
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_152_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_64_152_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:12:00 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.91204869e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_152_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_152_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f8489d0ea2861353ffb761a8f88517979e825c80
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_152_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_64_152_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:25:47 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.71135274e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_154_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_154_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8c3796dc58050b503213f7f83cbd489dcfe84708
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_154_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_64_154_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:24:09 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.12755029e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_155_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_155_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8e01543a069e620fcf9b55b41581759315268f6f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_155_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_64_155_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:13:15 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.47023617e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_156_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_156_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4fac74be00e46d2bf3c07813aa66f3910ecc1157
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_156_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_64_156_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:49:34 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.33489238e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_156_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_156_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f6644134e48c54bbc4b77a6db81aa7baeafde38f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_156_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_64_156_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 18:39:38 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.52126803e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
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+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_64_156_0_n2n" Label="XS_64_156_0_n2n" Title="XS_64_156_0_n2n" Unit="" Internal="XS_64_156_0_n2n" Type="F" Min="1.23766367e-03" Max="2.15374283e-03"/>
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+          <Input Type="Target" Label="XS_64_156_0_n2n" Expression="XS_64_156_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_157_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_157_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6cadff0752b611b75cac896345a2be70a3f59059
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_157_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_64_157_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:46:36 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.48599023e+03"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_158_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_158_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cfdff42cd93905d18bc4533808113ebce7d64317
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_158_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_64_158_0_cap">
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:28:24 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.31843360e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_160_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_160_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c83414019ee9405eb4d25f03a2c22047f7f2c35c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_64_160_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_64_160_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 21:51:49 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.42083011e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_65_159_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_65_159_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2ae0ef244c504b61751a5289cd255a0cbe92eb1d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_65_159_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_65_159_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:10:31 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.22142663e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_65_159_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_65_159_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..39cbd0e7db4dd27d57c321f191ab3b714e3a6e7f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_65_159_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_65_159_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:02:16 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.69521707e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="BPMode" modified="No">sequential</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_65_160_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_65_160_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bd93b50228452b54fcd7b04ea1998f8ec100add4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_65_160_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_65_160_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:04:41 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.37071829e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_66_160_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_66_160_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6b87e0c22f7d3ea599485ae66df1e4a70fdf0280
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_66_160_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_66_160_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:57:22 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.86750448e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  </Variables>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_66_161_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_66_161_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..50f4df0d0f6ecd88673526a4cde5e836acbeb056
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_66_161_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_66_161_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:26:07 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.32250776e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_66_161_0_cap" Label="XS_66_161_0_cap" Title="XS_66_161_0_cap" Unit="" Internal="XS_66_161_0_cap" Type="F" Min="2.50588894e+01" Max="5.65718040e+01"/>
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+          <Input Type="Target" Label="XS_66_161_0_cap" Expression="XS_66_161_0_cap"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_66_162_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_66_162_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e90ff5c8b9feb854c0d816a1765332580343db59
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_66_162_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_66_162_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:46:53 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.90120642e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_66_162_0_cap" Expression="XS_66_162_0_cap"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_66_163_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_66_163_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1ebb2902d6e230f737ebfb3f824944c71f7746f1
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_66_163_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_66_163_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:59:50 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.22910338e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_66_163_0_cap" Label="XS_66_163_0_cap" Title="XS_66_163_0_cap" Unit="" Internal="XS_66_163_0_cap" Type="F" Min="2.88550625e+01" Max="4.61432838e+01"/>
+  </Targets>
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+          <Input Type="Target" Label="XS_66_163_0_cap" Expression="XS_66_163_0_cap"/>
+        </Input>
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+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_66_164_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_66_164_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..317a80ff04f08ec102e005db91c2f13162fa1490
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_66_164_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_66_164_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:36:35 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.33242886e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_66_164_0_cap" Expression="XS_66_164_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_66_164_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_66_164_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1b8a3a4414f0898e051b0534bd5504197b8232c3
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_66_164_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_66_164_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:16:33 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.48683079e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_67_165_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_67_165_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..995fa41c0b34c56913fd139a4a249a10978b02dd
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_67_165_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_67_165_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:37:33 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.27457274e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_162_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_162_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..85c7c9795bbd7ec0ea21b823d0b602547d7da304
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_162_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_68_162_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:09:36 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.45068490e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_162_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_162_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..99574a1c2ede14afb65c38cdd39e10268beb3c1e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_162_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_68_162_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:31:55 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.04741217e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_164_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_164_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1c20f34c872ce66ca26374c8de09677b7f2487ed
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_164_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_68_164_0_cap">
+  <GeneralInfo>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:03:11 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.16687383e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="CalculateErrors" modified="No">False</Option>
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+</MethodSetup>
diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_164_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_164_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d4c757216e2fa21c8c3b1ea3751080cc2ee94ef4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_164_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_68_164_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:22:22 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.68355004e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_68_164_0_n2n" Label="XS_68_164_0_n2n" Title="XS_68_164_0_n2n" Unit="" Internal="XS_68_164_0_n2n" Type="F" Min="5.93446952e-04" Max="1.15855667e-03"/>
+  </Targets>
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+    <Transform Name="Normalize">
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+          <Input Type="Target" Label="XS_68_164_0_n2n" Expression="XS_68_164_0_n2n"/>
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+        <Output NOutputs="12">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_166_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_166_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9f9ed8e95eb038e6dac3dcb9ce6a660b1498806c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_166_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_68_166_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:06:09 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_166_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_166_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e34757dd0ee8f14c8d4b11debcc456e44efdaffd
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_166_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:25:32 2015"/>
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+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.51832677e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_167_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_167_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..eec038b3a4e137198328116e9c9ead74d6ccccb8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_167_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_68_167_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 20:11:53 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.28249361e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_167_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_167_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4c24f65400c6121f2bf1a4843ad0a4f08ba5d362
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_167_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_68_167_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:27:32 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.47883272e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_168_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_168_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..56fb525fdfcba86516f7a2f95526aa978e36eabc
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_168_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_68_168_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:36:58 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.89284639e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_168_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_168_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..81e9a4b2f8b1a45f479f5b12929fc68e09ed9944
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_168_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_68_168_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 19:27:27 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.24414286e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_170_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_170_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cd7b8f325f93c65843457131c40d3c01a80bbef6
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_170_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_68_170_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:16:57 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.82861114e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_170_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_170_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f9489c152dfb0046d1f91470a01a2bc8606a61dc
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_68_170_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_68_170_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:54:59 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.32258508e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_71_175_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_71_175_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bd3fdf84b57daccdf5a27c99d86114702b5d89e3
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_71_175_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_71_175_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:13:24 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.73998304e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_71_175_0_cap" Expression="XS_71_175_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_71_175_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_71_175_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d427e840bd39ca367811d3fb3541ad713c39df91
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_71_175_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_71_175_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:11:16 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.99879055e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_71_175_0_n2n" Expression="XS_71_175_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_71_176_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_71_176_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d5d6c315e9f11654ff743067512b82df738c4f0e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_71_176_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_71_176_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:34:35 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.95357966e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_71_176_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_71_176_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..19d9b0ed1c87c809133b0ae0717b92c05e6c5f7e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_71_176_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_71_176_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:13:24 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.07195890e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_174_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_174_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f07cd4b455f24643b820e1139c74b01f13d017d2
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_174_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_72_174_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:23:29 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.71932715e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_174_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_174_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9c98842d73c7c7242a03ac05bb9121234ed8f9bd
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_174_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_72_174_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:27:19 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.15300241e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_176_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_176_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..43ce6077c1337490c132c269ba953f1555730304
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_176_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_72_176_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:24:10 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.19666297e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_176_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_176_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f36b18175673873ed2fe0c66a6e195487ee1bea4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_176_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_72_176_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:20:55 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.26613796e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_177_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_177_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f0fbdf3bc6cb2382556c8824c353f7682915e94c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_177_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_72_177_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:07:05 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.03189847e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_177_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_177_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a7d16f759e0b43a7ea16f9f3871007757966b248
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_177_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_72_177_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:35:41 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.94978250e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_178_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_178_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..648a635db49734cae0217fc18b2e4821eae0510d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_178_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_72_178_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:53:11 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_178_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_178_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4d4278e2b4a424c9ff564690c7cd99c235874e41
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_178_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:38:49 2015"/>
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+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.00953031e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_179_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_179_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4fc009ab43553d70bf9c52c5e419049a5073cf10
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_179_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_72_179_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:14:27 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.08257149e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_179_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_179_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..587103ad2820ed313bfd470c1fc01a1770d896be
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_179_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_72_179_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:50:33 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.32298057e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_180_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_180_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8a9e8d7dc3ab39f8fd7da2a0045b2451c629d300
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_180_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_72_180_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:52:06 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.00100032e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_180_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_180_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a59a3db513a25fc889fdbfb878e31444b90564ac
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_72_180_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_72_180_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:35:20 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.26616275e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
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+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_73_181_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_73_181_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..65c3d6576ebb3eaa2e5d7ed34b9e4a9c8b3e8a7d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_73_181_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_73_181_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:41:28 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.12065344e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_73_181_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_73_181_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d4bdf68bed9a0fe8e771ba86dab015cc445c358d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_73_181_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_73_181_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:38:13 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.28946460e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_73_182_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_73_182_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1c01baeafd4331a47a0a51dd681e61ca5cd5a97c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_73_182_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_73_182_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:39:01 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.87140087e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_73_182_0_cap" Label="XS_73_182_0_cap" Title="XS_73_182_0_cap" Unit="" Internal="XS_73_182_0_cap" Type="F" Min="1.89839493e+02" Max="1.62468323e+03"/>
+  </Targets>
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+          <Input Type="Target" Label="XS_73_182_0_cap" Expression="XS_73_182_0_cap"/>
+        </Input>
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+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_73_182_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_73_182_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4aab59b7562921e7acea139a203fe546ae38bfec
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_73_182_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_73_182_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:54:35 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.19296497e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_182_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_182_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6816f31d6abf27aea504b1cab31e65b21652bd1e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_182_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_74_182_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:07:48 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.49157349e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_182_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_182_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f6dacc442a5afaaffd8ee9d913ce5c957a7650cc
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_182_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_74_182_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:52:21 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.46006309e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_183_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_183_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..464bea41c0a4cf0e8d8bf92665970031199aa3dc
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_183_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_74_183_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:56:28 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.28777266e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_183_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_183_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1b544864f1c882dca0ab33f442d716b000789f8c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_183_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_74_183_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:15:42 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.80502571e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_184_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_184_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d40fb9869c03dbecd37931d01a4d5b5c77141c30
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_184_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_74_184_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:53:54 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.40589879e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_184_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_184_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2a007e8e49e5686aefa1e94e9d0dc83ac677a45d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_184_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_74_184_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:57:37 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.46687164e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_186_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_186_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7160c972d1e7c1f9192b5db98717d844904eca71
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_186_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_74_186_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:32:38 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.27872086e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_186_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_186_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8761cc20c33a20651b5ca5caccdb54098893079e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_74_186_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_74_186_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:09:44 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.66034639e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_74_186_0_n2n" Label="XS_74_186_0_n2n" Title="XS_74_186_0_n2n" Unit="" Internal="XS_74_186_0_n2n" Type="F" Min="2.93592107e-03" Max="4.46144911e-03"/>
+  </Targets>
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+    <Transform Name="Normalize">
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+          <Input Type="Target" Label="XS_74_186_0_n2n" Expression="XS_74_186_0_n2n"/>
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+        <Output NOutputs="12">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_75_185_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_75_185_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c7527fe6632661b902349f4d79c114ad49f62120
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_75_185_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_75_185_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:47:25 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.40354993e+03"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_75_185_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_75_185_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3589d5f9bc61266134d0a8fe5395f1557babe864
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_75_185_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_75_185_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:55:02 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.08666454e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_75_187_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_75_187_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..be420e29a60a70ed2112901e30caba88f14487c8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_75_187_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_75_187_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:18:50 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.79742852e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_75_187_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_75_187_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..aa6e2581136c1a7c68b357eda6b84787db174224
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_75_187_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_75_187_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:09:37 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.35894948e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_77_191_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_77_191_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..212b7c8475b9c686be15d7deb9eab61199dd7602
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_77_191_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_77_191_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:34:05 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.01145172e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_77_191_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_77_191_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..afe6d587946b2814d6dee62d35b43c145c68faf8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_77_191_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_77_191_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:48:11 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.00215732e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_77_193_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_77_193_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6f91697e4ab4983567bf8fb6972bb16ede754fc3
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_77_193_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_77_193_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:40:39 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.50407576e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_77_193_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_77_193_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7301fa1882c4f1d2e9ad6f1dfa553482a7616216
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_77_193_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_77_193_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:41:30 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.90690563e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_79_197_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_79_197_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8c38395dc0f2d3fe405dac6c1d355a226f6d45d4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_79_197_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_79_197_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:19:07 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.47553900e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="4.30373754e-03" Max="4.21657786e-02"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_79_197_0_cap" Label="XS_79_197_0_cap" Title="XS_79_197_0_cap" Unit="" Internal="XS_79_197_0_cap" Type="F" Min="3.12222214e+01" Max="4.66884727e+01"/>
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+          <Input Type="Target" Label="XS_79_197_0_cap" Expression="XS_79_197_0_cap"/>
+        </Input>
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+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_79_197_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_79_197_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0ed91327c3b363cdbfba9156ee4e48764abde29a
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_79_197_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_79_197_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:36:01 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.70801892e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_7_14_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_7_14_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..865f6e9ecd20bf49bef374f79efcab9a7116f7ae
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_7_14_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_7_14_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:53:55 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.85008117e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="4.30373754e-03" Max="4.21657786e-02"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_7_14_0_cap" Expression="XS_7_14_0_cap"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_7_14_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_7_14_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..540c67f465f9e9f11f63cb7f92b3daaf482a59a7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_7_14_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_7_14_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:49:20 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="9.72875756e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_7_15_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_7_15_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5637d57ad256e570f2f25a1ee0fa9ff2959bb560
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_7_15_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_7_15_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:34:06 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.46943645e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_7_15_0_cap" Expression="XS_7_15_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_7_15_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_7_15_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..33712919437ea2342589bcedf6c81efecb921269
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_7_15_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_7_15_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:50:51 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.16270938e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_196_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_196_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c7cbcfd2b2372667e38330a0355e72d70b9682f6
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_196_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_80_196_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:14:32 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.01312267e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_196_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_196_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b103423693047fc2c29ede3935da639d58aedb2b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_196_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_80_196_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:35:37 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.60592414e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_198_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_198_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..62e186a59fa43c6d52ee4bf0d868f796460bf056
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_198_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_80_198_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:45:46 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.71014435e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_198_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_198_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bc60cd651478ab5c42da693b2e06309016be6b01
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_198_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_80_198_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:17:35 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.00229262e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_199_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_199_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ac389c5308859af615aade608e65952295002c4e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_199_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_199_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_199_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f62c52b818427d0362b9dc0a3aebe8a0f85de452
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_199_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:10:03 2015"/>
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+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
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+    <Info name="AnalysisType" value="Regression"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_200_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_200_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a548be4242e59d7874b480986a67a6688e7c9902
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_200_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_80_200_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:56:17 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.64910792e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
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+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_200_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_200_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e3006056a52b5664e00d2b7e155b431e2794af6e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_200_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_80_200_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:19:36 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.22319134e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_201_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_201_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..819f914dcab5e5de3b14da00c0fc5d10fe500bf1
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_201_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_80_201_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:40:59 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.04244295e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_201_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_201_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a96d77f40cc18829703d08f468594af8e691ad13
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_201_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_80_201_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:20:18 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.56289583e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_202_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_202_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2e64856e29a723a37dad904f2e93b2d30f9ec157
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_202_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_80_202_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:28:50 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.00900932e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_202_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_202_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d8f1d2c47000e084704668f2bd05830d5c50501f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_202_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_80_202_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:01:46 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.74410745e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_204_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_204_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a01209683e3116d4e4cc74f7d2610e1239765b02
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_204_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_80_204_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:25:52 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.90357805e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_80_204_0_cap" Expression="XS_80_204_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_204_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_204_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f66f3b7beb6e59ac31c07f82e26d6f7795f11db6
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_80_204_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_80_204_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:06:29 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.09585728e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_80_204_0_n2n" Expression="XS_80_204_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_204_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_204_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..796b87afcca5f520c03887ff9051d416a4c02e2b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_204_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_82_204_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 14:34:13 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.67168764e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_204_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_204_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..75a31140ccb23eebd7cd33a90cdead3ba15e56b3
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_204_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_82_204_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:33:21 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.95891553e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_206_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_206_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5016143a48049232fa0dd4b6d5abfb4c2e380435
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_206_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_82_206_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:32:17 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="1.69172312e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.83980063e-03" Max="1.03845738e-01"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_82_206_0_cap" Expression="XS_82_206_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_206_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_206_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e45fd8a0b5a68af2c9139728a7eb8274a13069c2
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_206_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_82_206_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:31:39 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="1.41819237e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_207_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_207_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d0961bae9ae71da8aceaf5a2fe2d9bfdc72d7507
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_207_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_82_207_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:15:49 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="4.03004545e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_207_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_207_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bace3b16157a2bfb27122e47ef0f294f1a046da7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_207_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_82_207_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:31:09 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="1.29789251e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_208_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_208_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..35aaa83bfb436e89bf54ae7eb98127f0c0810a48
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_208_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_82_208_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:38:25 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.65846636e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  </Weights>
+</MethodSetup>
diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_208_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_208_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..84fc8967f22419a59d46886795918f1defccac41
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_82_208_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_82_208_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:50:34 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.11877638e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_82_208_0_n2n" Label="XS_82_208_0_n2n" Title="XS_82_208_0_n2n" Unit="" Internal="XS_82_208_0_n2n" Type="F" Min="1.00000001e-10" Max="3.15901055e-03"/>
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+          <Input Type="Target" Label="XS_82_208_0_n2n" Expression="XS_82_208_0_n2n"/>
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+        <Output NOutputs="12">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_83_209_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_83_209_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8f64f81fa321a4d545d0de55775cb270c93759c6
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_83_209_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_83_209_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:57:38 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.33613136e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_83_209_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_83_209_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e222569e0a325c9a76cf8fe526a34dcbfa59cc47
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_83_209_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_83_209_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:04:00 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.59721052e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_223_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_223_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f8015f321fa9052307fb0b160df5a88600b2ffec
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_223_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_88_223_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:14:37 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.87618718e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_223_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_223_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8aa2f4516e1e3ad19f87f60ff1281cfcc2902870
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_223_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_88_223_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:46:38 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.39557067e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_223_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_223_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d825dd5421eef83579a2d61c7e04f6965225f166
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_223_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_88_223_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:28:43 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.51382125e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_224_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_224_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..15d68eaca33cd0c96e26b8685e097fd0719dd653
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_224_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_88_224_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:35:25 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.39024453e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  </Variables>
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_224_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_224_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ee93c01c9bc042a11203b638a7147162868fffe0
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_224_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_88_224_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:35:51 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.61700915e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_225_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_225_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..710ca6ff4b3349abf3c70c63ae2a570180150e35
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_225_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_88_225_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:28:22 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.19438936e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_225_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_225_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5bf1991952221911a054c7202bc817ae0f614d72
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_225_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_88_225_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:20:31 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.10162067e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_226_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_226_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0b7c4be531d7511619b3b03053c433a2a42659df
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_226_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_88_226_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:33:22 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="5.51188399e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="1.12764326e-04" Max="1.03240684e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.83980063e-03" Max="1.03845738e-01"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.61082958e-07" Max="1.75923761e-02"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_88_226_0_cap" Expression="XS_88_226_0_cap"/>
+        </Input>
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+    </Transform>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_226_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_226_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..34ae43d6ad4150d5a4496533f0aa4520a51efb41
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_226_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_88_226_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:53:32 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="3.52733733e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_226_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_226_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..38dde6d3a2a2f8739c6956c5474ff64c76357825
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_88_226_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_88_226_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:27:26 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="1.45965318e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_89_225_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_89_225_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7cac8ed0c480587e3204e59ffc6ed08b43360d7f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_89_225_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_89_225_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:13:04 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.25141905e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_89_225_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_89_225_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..75b16e3e87ca2fd2fe88bd8c6b55079bedf3c6bc
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_89_225_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_89_225_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:24:09 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.19237078e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_89_226_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_89_226_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3a142b245ea16d26902008a6eca022063fc2d3b0
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_89_226_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_89_226_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:29:19 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.07467536e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_89_226_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_89_226_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..20dfdb687c62162a0fa9073568e1fd0c570fc36b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_89_226_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_89_226_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:29:34 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.23787122e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_89_227_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_89_227_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5492acf73a41dfeda679a1acbcf4f64de1698b7c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_89_227_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_89_227_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:02:00 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.04545146e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  <Spectators NSpec="0"/>
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index 0000000000000000000000000000000000000000..034b4daa152a8b9abede6c743e230375aa4536e4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_89_227_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_89_227_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:20:38 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.26492495e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+    <Transform Name="Normalize">
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+          <Input Type="Target" Label="XS_89_227_0_fis" Expression="XS_89_227_0_fis"/>
+        </Input>
+        <Output NOutputs="12">
+          <Output Type="Variable" Label="U5" Expression="U5"/>
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+          <Output Type="Target" Label="XS_89_227_0_fis" Expression="XS_89_227_0_fis"/>
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+        <Ranges>
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+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_89_227_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_89_227_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f532fc52723b7ed4462c45f473e83f97fccbf9de
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_89_227_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_89_227_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:15:47 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.24275953e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_8_16_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_8_16_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..606ad29667282820f6f2d8c445f94cbdfc9be95b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_8_16_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_8_16_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:03:22 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="4.48128354e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_8_16_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_8_16_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8c02501d1c402197183217f8630bf4a5372a18b8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_8_16_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_8_16_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 11:54:26 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="3.45476775e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_8_17_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_8_17_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fc981bddaf7b017d4e10b79f9c6d60dabf00acaf
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_8_17_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_8_17_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:20:42 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.93116750e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_8_17_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_8_17_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d239e5b3acbd7d784984a21b7915e60b90ea149f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_8_17_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_8_17_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:54:24 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.73267366e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_227_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_227_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7d84a9d1fce08c29e43bbc3c160a4fa146790b43
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_227_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_90_227_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:29:55 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.50805236e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_90_227_0_cap" Expression="XS_90_227_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_227_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_227_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..58ef94f2c32fd3dc00ebcba536b2c4a1b19b16b6
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_227_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_90_227_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 23:09:18 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.37721060e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  </Variables>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_227_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_227_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bcb3d9f2cf3ca843147a2e203c7edd25b520df5f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_227_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_90_227_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 22:42:42 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.59546601e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_90_227_0_n2n" Label="XS_90_227_0_n2n" Title="XS_90_227_0_n2n" Unit="" Internal="XS_90_227_0_n2n" Type="F" Min="1.41526293e-02" Max="1.87347438e-02"/>
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+          <Input Type="Target" Label="XS_90_227_0_n2n" Expression="XS_90_227_0_n2n"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_228_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_228_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..008153d4968dad0256c10d52c29156417845eea4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_228_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_90_228_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:37:20 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.02464983e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_228_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_228_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0ffe7487a81fc5631e59edbb2faa17f9769e0a42
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_228_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_90_228_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:46:05 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.64861390e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_90_228_0_fis" Label="XS_90_228_0_fis" Title="XS_90_228_0_fis" Unit="" Internal="XS_90_228_0_fis" Type="F" Min="4.80669700e-02" Max="5.70569560e-02"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_228_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_228_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..37a9824a68dd8e363ef2b37da61083488c94674c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_228_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_90_228_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:12:43 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.50722461e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_229_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_229_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a85e82b322e61d2a7a5914eff02c93c6eeeb4321
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_229_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_90_229_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:19:49 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.30020718e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_229_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_229_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3fdbf30976578d3b6a0c84f4e7376e2d0ffbb045
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_229_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_90_229_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:29:50 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.99107051e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_229_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_229_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..47b8cb02000a908aafd8a628dd16f02a822dd62a
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_229_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_90_229_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:15:50 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.31571967e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_230_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_230_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..16dcd10fde0a4820a2d5881358e02c8dc580f0c4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_230_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_90_230_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:17:51 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="5.13277256e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_230_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_230_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..02fad8051638832065a52f30c5aefdf1cb5a1b63
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_230_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_90_230_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:25:22 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="5.66328326e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_230_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_230_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3a2468fb2dbc6e0142c1a5334d74541983e35357
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_230_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_90_230_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:14:51 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="1.23825784e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_232_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_232_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..93d43d835affd21ef701b89700828afb4958eff2
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_232_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_232_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_232_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..09881a4c0f4020e4e60bb58c626b1597184c195f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_232_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:24:56 2015"/>
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+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.43654162e+03"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_232_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_232_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..06b590c700133738a339b623b4d983eb368c6316
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_232_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_90_232_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:40:29 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.57229138e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_234_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_234_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a785f1c2f2a3fefad0e100e668d8904641c61306
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_234_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_90_234_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:19:29 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="5.44814881e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_234_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_234_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f2fb2879fa4f53d36560afbdb44c512265b0649e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_234_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_90_234_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:00:51 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="4.33029327e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_234_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_234_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c7e02ddf25912a5bbb3f62d9b1ff5cb5eb0d0f51
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_90_234_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_90_234_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:22:20 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="2.01921559e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_231_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_231_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1486a3aafc6b537f9b29ea05e0e643ffdde2ffc7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_231_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_91_231_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:38:40 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.06833000e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_231_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_231_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..239e60effb12eaa1bb16453d9107fe081ea76720
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_231_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_91_231_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:16:01 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.87192238e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_231_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_231_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6c4607bbcf40da2715dab985384925947403d1ad
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_231_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_91_231_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:33:17 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.12237512e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_91_231_0_n2n" Expression="XS_91_231_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_232_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_232_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2ec63651d183279329e92dc6024ed7e43678030a
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_232_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_91_232_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:09:11 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.06293513e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_232_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_232_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..be4992a5a3a02391232da162380e58464fe894c6
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_232_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_91_232_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:11:53 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.35005443e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_232_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_232_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0049543f0587ef71fa729a121ea32d14575964e5
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_232_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_91_232_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:38:25 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.70562721e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_233_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_233_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b51c3ad840d0b494f7e521eed48dbce3d14f389c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_233_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_91_233_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:38:56 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.45210061e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_233_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_233_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6ffc238178682269a7170015e1a1cbf7c45b8258
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_233_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_91_233_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:57:57 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.03757345e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_233_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_233_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4ee8a34af6602690223c8805b1d8cf9888a92ece
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_91_233_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_91_233_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:59:02 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.04806839e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_232_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_232_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ba8edb3bb3dff3683ad3a678094d3f9956699779
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_232_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_232_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:59:33 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.65198962e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
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+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_232_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_232_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..73e591f04a4b125989bda18c5f6fa70eab900825
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_232_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_232_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:50:38 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.92682142e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+</MethodSetup>
diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_232_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_232_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cfadb0896200b2a74d9f0fc6e91878cbafd97571
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_232_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_232_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:27:54 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.71008212e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_233_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_233_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..109e44199e26787b44c4b074af41ba5714cf8ecd
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_233_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_233_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:31:05 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.08533035e+03"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_233_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_233_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9bb930f635c9c8758deb55aa9e64594890d86e89
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_233_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_233_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:20:34 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.24595313e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_233_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_233_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7247ca3c8de72e096f417bc48116633500da26d7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_233_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_233_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:38:17 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.82433593e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_234_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_234_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..986623c11b970256a8479e9a5280d6bdf3c96ab0
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_234_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_234_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:30:26 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="2.50556155e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_234_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_234_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7a82c53c3b2d690dbdb719f3a7f30418f5b41774
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_234_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_234_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:12:27 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="5.02646220e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_234_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_234_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e1c31f7cacd64828f0f185f1b32c0c3da512ab6c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_234_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_234_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:20:18 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="1.89717156e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
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+    <Class Name="Regression" Index="0"/>
+  </Classes>
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+    <Target TargetIndex="0" Expression="XS_92_234_0_n2n" Label="XS_92_234_0_n2n" Title="XS_92_234_0_n2n" Unit="" Internal="XS_92_234_0_n2n" Type="F" Min="8.33126018e-04" Max="1.29511009e-03"/>
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+          <Input Type="Target" Label="XS_92_234_0_n2n" Expression="XS_92_234_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_235_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_235_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c0801e098503240ab1b476a8ec5a37000d9d962e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_235_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_235_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:00:19 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="4.91138323e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  </Variables>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_235_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_235_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..08bca8127ace3d130fc7f2495d9dd33b9abadd9d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_235_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_235_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:42:40 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="3.85320079e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_235_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_235_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1de3bc11f7d90b1bc6de0eb72cc10bdfd04d2178
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_235_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_235_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:18:17 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="2.38954049e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_236_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_236_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..90282ae2d72201ac3a8299ea324bc049bc268c11
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_236_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_236_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:42:52 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.91327862e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_92_236_0_cap" Expression="XS_92_236_0_cap"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_236_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_236_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d9a483b758cee353f7cda0ce19ee0be02e39c19e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_236_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_236_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:00:43 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.43426121e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_236_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_236_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3341f2ddbf239a3fbeed0ccbebe9f5b05dc33777
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_236_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_236_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 02:49:20 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.69099392e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_237_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_237_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2f2ba586991bb4884a278fc89ed9f7b0189d974b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_237_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_237_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:05:41 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.15919809e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_237_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_237_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..051642987f9c0c51472eaa92242410cf8b5fc625
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_237_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_237_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:45:39 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.01418171e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_237_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_237_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d893a727671a8436a132dfea39631e08cec05af4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_237_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_237_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:34:17 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.03816058e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_238_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_238_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ae24129ea5f48ebf21945840d57c584b23006f47
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_238_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_238_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:33:14 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="3.28762610e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_238_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_238_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cd6da05970518722e1f0c9ae555422333e45e34e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_238_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_238_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:47:28 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="4.14220338e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_238_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_238_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..07c2b68b1399ecba438f022330af0f9921d429b6
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_92_238_0_n2n.weights.xml
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+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_92_238_0_n2n">
+  <GeneralInfo>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:01:11 2015"/>
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+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="1.36545532e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.61082958e-07" Max="1.75923761e-02"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_92_238_0_n2n" Label="XS_92_238_0_n2n" Title="XS_92_238_0_n2n" Unit="" Internal="XS_92_238_0_n2n" Type="F" Min="5.47124119e-03" Max="7.77880196e-03"/>
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+          <Input Type="Target" Label="XS_92_238_0_n2n" Expression="XS_92_238_0_n2n"/>
+        </Input>
+        <Output NOutputs="12">
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+    </Transform>
+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_235_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_235_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bc62ca8d5c7bafab14e4cc66d9f3c272a6bdce09
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_235_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_93_235_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 08:05:20 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.74613365e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_235_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_235_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..afd5feeb1894a17b422c68cf633d5d0b21e59ba0
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_235_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_93_235_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 08:31:43 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.47233188e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_235_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_235_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..32228941bb1de510cc71dd24674375454e2d5f12
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_235_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_93_235_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:59:25 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.78760637e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_236_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_236_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6983b63e2921ea6963384cad22e794f7c50378fe
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_236_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_93_236_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:14:43 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.16601367e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
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+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_236_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_236_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..84cd7b3c1d439d10f3a467b99cbb6b0c1276aed5
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_236_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_93_236_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:15:34 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.22237316e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_236_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_236_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b2433b8109d6238611ae348ea9cb3aaeb00fd2e2
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_236_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_93_236_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:48:30 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.51140269e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_237_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_237_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9127eb3c95f801bd7f91a93d7c7b3fe3f554b8f0
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_237_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_93_237_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:14:46 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.38710519e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_237_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_237_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..21e10950b3dc43b1752240acb101346a66ea4c3d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_237_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_93_237_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:33:04 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.53948668e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_237_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_237_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fa7d0d1c7364f71fb4c1a508e5e4d5950ce674bb
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_237_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_93_237_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:00:57 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.92982956e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_238_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_238_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4a14ba84150784ab1411a6dcd3235df556ee8896
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_238_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_93_238_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:35:26 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.25530930e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_238_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_238_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0ec9e404d8e2c5a8cd6f4c2b6412ee5969e48190
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_238_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_93_238_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:09:31 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.74940516e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_238_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_238_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bfc82a819786aa1662b3942703ca234baecd7f4d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_238_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_93_238_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 03:25:08 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.98053258e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_239_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_239_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..10dcb8d16347d28708ae3548fa0c72b1d28eb0f8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_239_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_93_239_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:49:31 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.40697008e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_239_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_239_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a554110377a5a905a5527abb0a38c34b8e589c08
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_239_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_93_239_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:18:25 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.70946508e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_239_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_239_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..95a0cac69a9617d6c13f57eec3caeaadae091462
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_93_239_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+  <GeneralInfo>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:42:49 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.10548805e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_236_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_236_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8ba7857640c03d102dbf8b8d6d2a4e21fc575410
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_236_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_236_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:46:37 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.48435168e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+</MethodSetup>
diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_236_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_236_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ad0aaf1e2227de2cf275d5d05dc3bec87f58613d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_236_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_236_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 08:07:45 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.78291305e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_94_236_0_fis" Expression="XS_94_236_0_fis"/>
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+        <Output NOutputs="12">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_236_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_236_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3298c1c0fe85a459ecbd016ed87168dc5fea825c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_236_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_236_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:30:46 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_237_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_237_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cacc446b52badc44fc7b6c5105c3b70de23b75a5
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_237_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_237_0_cap">
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:41:14 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.50926966e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_237_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_237_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a24a2fcd6506aed8a9fad266a9db72807009f1fe
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_237_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_237_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:56:56 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.97647069e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_237_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_237_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..49e6b2259845ecf9ab771e68a55010d6a64bb9df
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_237_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_237_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:01:47 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.12495331e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_238_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_238_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1489df857d7b594a5b5f8801ca4294fb1681b1c7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_238_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_238_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:50:28 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="4.31875444e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_238_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_238_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0da79fd596797149c5d61a3f571c012b72786822
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_238_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_238_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:28:34 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="3.00628774e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
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+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_238_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_238_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0d673382b6c61d7badcfb6965e9543f7f3fa6cdd
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_238_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_238_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:02:47 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="1.45464299e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_239_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_239_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..182869cb01d907cf81ec78f33411e4bfadf655fa
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_239_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_239_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:28:43 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="3.00966952e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_239_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_239_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c8903c889302c4ec092846e0995b22f8af590643
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_239_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_239_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:43:47 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="3.91564352e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_94_239_0_fis" Expression="XS_94_239_0_fis"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_239_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_239_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c9ca2b5793abfdd0c454677977552bc5c212677c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_239_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_239_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:09:18 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="1.84246198e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_240_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_240_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2ca095387ae6e9385e51cdd449802f203242eee2
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_240_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_240_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:07:41 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="5.34561050e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  </Variables>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_240_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_240_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3d1059d12425aef0e079b8111484e145b6a19fc7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_240_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_240_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:02:19 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="5.02471993e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_240_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_240_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..816e09be728b4d8822dc9cbaf6f8ad0bcaa66381
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_240_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_240_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:10:33 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="1.91454198e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_241_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_241_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bb004844f45769d0cb89df078700d3d640d0bb80
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_241_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_241_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:37:09 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="3.50989036e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_241_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_241_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6bef852cc3d836d1a75eeda9d9f29161f3c7104f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_241_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_241_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:42:42 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="3.84433549e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_241_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_241_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4402a62734e2cb3fed79b89339e70d0ab2dfd0c0
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_241_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_241_0_n2n">
+  <GeneralInfo>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:03:52 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="1.51176766e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_242_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_242_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..225bbf6531358bd6fe2de608a2c691fa94ca3c6b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_242_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_242_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:59:15 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="4.65235857e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="6" Expression="Pu12" Label="Pu12" Title="Pu 242" Unit="FractionIsotopic" Internal="Pu12" Type="F" Min="3.72675640e-05" Max="2.77735312e-02"/>
+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.61082958e-07" Max="1.75923761e-02"/>
+    <Variable VarIndex="8" Expression="Am2" Label="Am2" Title="Am 242" Unit="FractionIsotopic" Internal="Am2" Type="F" Min="1.01502140e-09" Max="2.97456827e-05"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_94_242_0_cap" Label="XS_94_242_0_cap" Title="XS_94_242_0_cap" Unit="" Internal="XS_94_242_0_cap" Type="F" Min="5.61398125e+00" Max="3.15934448e+01"/>
+  </Targets>
+  <Transformations NTransformations="1">
+    <Transform Name="Normalize">
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+        <Input NInputs="12">
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+          <Input Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Input Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Input Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Input Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Input Type="Variable" Label="Am1" Expression="Am1"/>
+          <Input Type="Variable" Label="Am2" Expression="Am2"/>
+          <Input Type="Variable" Label="Am3" Expression="Am3"/>
+          <Input Type="Variable" Label="Time" Expression="Time"/>
+          <Input Type="Target" Label="XS_94_242_0_cap" Expression="XS_94_242_0_cap"/>
+        </Input>
+        <Output NOutputs="12">
+          <Output Type="Variable" Label="U5" Expression="U5"/>
+          <Output Type="Variable" Label="U8" Expression="U8"/>
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+          <Output Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Output Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Output Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Output Type="Variable" Label="Am1" Expression="Am1"/>
+          <Output Type="Variable" Label="Am2" Expression="Am2"/>
+          <Output Type="Variable" Label="Am3" Expression="Am3"/>
+          <Output Type="Variable" Label="Time" Expression="Time"/>
+          <Output Type="Target" Label="XS_94_242_0_cap" Expression="XS_94_242_0_cap"/>
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+      </Selection>
+      <Class ClassIndex="0">
+        <Ranges>
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+      </Class>
+    </Transform>
+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_242_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_242_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3cdc628777b314b0e6f38d2f630f187821d60bab
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_242_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_242_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:51:52 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="4.27039972e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_242_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_242_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8a7fe2b7da1f12ea748f15bb8e05405e424f80af
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_242_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_242_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:07:40 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="1.43784074e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_243_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_243_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..16b06e0b81d2ec4551a399b9af8b616f1cbfe9ac
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_243_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_243_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:12:31 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.13793167e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_243_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_243_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..832e7383ded9fb951f261739a42ce715c435ddb8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_243_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_243_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:31:28 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.47889857e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
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+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_243_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_243_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..249afdd90a0414085d40ee69d5427d03d9ef32de
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_243_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_243_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:59:47 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.75801982e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_244_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_244_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..33fec388114c118309072ec136979a8aa1995113
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_244_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_244_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:05:13 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.00214400e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_244_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_244_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cd8d08f46380b50ae7f0c42e519f337203d4aca4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_244_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_244_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:48:11 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.59949497e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_244_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_244_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1a0dbdd0401f96037c644f1a12094439e3e75f81
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_244_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_244_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:57:41 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.49481465e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_246_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_246_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a9e1da8e2017c0fc4d787b83e68e2e7f2024b557
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_246_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_246_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 08:04:59 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.87715228e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="4.30373754e-03" Max="4.21657786e-02"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_94_246_0_cap" Expression="XS_94_246_0_cap"/>
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+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_246_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_246_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..912b44832d3dd3795d79e84075f1cf413012fba9
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_246_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_246_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:47:24 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.00717830e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
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+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_246_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_246_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..009d4d8e5b712da97e7dd07c12c15aac16860883
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_94_246_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_94_246_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:03:25 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.10162074e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_241_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_241_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..33a23162a7ba4619b26b1c0e15f6907402d5e43f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_241_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_95_241_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:52:38 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="4.13811530e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_241_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_241_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c67bdc2df5a9994cd713ed0d418ae9c9dfe3f770
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_241_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_95_241_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:13:39 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="5.39881362e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_242_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_242_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..eb12a9e1444e2034ce94c66be0e7f7e784627fa1
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_242_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_95_242_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:38:38 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.95459797e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_242_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_242_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4312e8ff23e1c6f25f03fe99537834b630975f05
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_242_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_95_242_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:30:28 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.50977036e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_242_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_242_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3acef55f1aaca579a3db289d3d2632000d98ce00
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_242_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+  <GeneralInfo>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:35:20 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.86720404e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_242_1_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_242_1_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2d045b58e02388ea3e056f2acc1777ce6a6e9abf
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_242_1_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_95_242_1_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:51:49 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="4.08866138e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_95_242_1_cap" Expression="XS_95_242_1_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_242_1_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_242_1_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..42f5fa9170f854dc8869d0f7721254fdd142c314
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_242_1_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_242_1_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_242_1_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..84312ef4855547746235e3169a8c53351310d85f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_242_1_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:08:20 2015"/>
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+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_243_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_243_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8338b7af59d67809733a24292e96ed44e5fa8930
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_243_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_95_243_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 13:07:11 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="5.01045650e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_243_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_243_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..61b772393a2933be84c79612fd80550f6744c6cf
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_243_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_95_243_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:42:08 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="3.50818006e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_243_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_243_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3cde6cb28ca0afd955c5a11b0b6700f7817c2429
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_243_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_95_243_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Tue Apr 28 12:22:45 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="26163"/>
+    <Info name="TrainingTime" value="2.18685792e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="ConvergenceTests" modified="Yes">15</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_244_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_244_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..12c1d270bb9b84d5efa5cde96d4c2d2845e40ae6
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_244_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_95_244_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:47:06 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.86053999e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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+          <Input Type="Target" Label="XS_95_244_0_cap" Expression="XS_95_244_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_244_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_244_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a41d1c0d4af71cb32aff36c33a685e296c30f4e5
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_244_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_95_244_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:40:08 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.54273144e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  </Variables>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_244_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_244_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ba5878fa58536a29ffd4da5c1f35af7d25229f79
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_95_244_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_95_244_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:49:40 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.32264054e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_240_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_240_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f63fc306f5f3aed1caa4e2cb793989c59695c145
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_240_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_240_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 08:49:08 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.90725071e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_96_240_0_cap" Expression="XS_96_240_0_cap"/>
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+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_240_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_240_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f28c106a3fbb977fefebab4eb9119bf8a7f01967
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_240_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_240_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 08:19:59 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.41702348e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_96_240_0_fis" Expression="XS_96_240_0_fis"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_240_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_240_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f510a42c7fbceafe3f8d896fc820f5a922f8cad3
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_240_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_240_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:25:41 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.86979590e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_241_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_241_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..397cc0b05f2b7992a34fae6bbadb77c08bae8ecc
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_241_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_241_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 08:29:27 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.03410901e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Classes NClass="1">
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_241_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_241_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f712193cfe5436513d90f77dd63952211d9e4f23
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_241_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_241_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 08:05:05 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.72486782e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_241_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_241_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..18d3961544f772dd7514768a57ca1cb194f9f335
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_241_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_241_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:44:51 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.35372844e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_242_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_242_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b8d4eae9d08d971e2c6e7fee8506e125d543ead5
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_242_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_242_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:20:24 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.25936988e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_242_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_242_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..abcd222f8adc4c8ef155c955caa40277352f01da
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_242_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_242_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:01:38 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.15268082e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_242_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_242_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..538438a0dc37d85c206fc87c6c97b009b9ff06a6
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_242_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_242_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:13:09 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.07131881e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_243_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_243_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3e8d7c5f5e7ad9c3b4e6b14e62d6e826b93211c0
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_243_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_243_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:17:23 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="9.48851519e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="4.30373754e-03" Max="4.21657786e-02"/>
+    <Variable VarIndex="5" Expression="Pu11" Label="Pu11" Title="Pu 241" Unit="FractionIsotopic" Internal="Pu11" Type="F" Min="3.67950233e-05" Max="2.75353342e-02"/>
+    <Variable VarIndex="6" Expression="Pu12" Label="Pu12" Title="Pu 242" Unit="FractionIsotopic" Internal="Pu12" Type="F" Min="7.64389639e-04" Max="2.53406931e-02"/>
+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
+    <Variable VarIndex="8" Expression="Am2" Label="Am2" Title="Am 242" Unit="FractionIsotopic" Internal="Am2" Type="F" Min="1.01304298e-09" Max="2.95403443e-05"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_96_243_0_cap" Label="XS_96_243_0_cap" Title="XS_96_243_0_cap" Unit="" Internal="XS_96_243_0_cap" Type="F" Min="4.50073719e+00" Max="1.11162491e+01"/>
+  </Targets>
+  <Transformations NTransformations="1">
+    <Transform Name="Normalize">
+      <Selection>
+        <Input NInputs="12">
+          <Input Type="Variable" Label="U5" Expression="U5"/>
+          <Input Type="Variable" Label="U8" Expression="U8"/>
+          <Input Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Input Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Input Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Input Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Input Type="Variable" Label="Am1" Expression="Am1"/>
+          <Input Type="Variable" Label="Am2" Expression="Am2"/>
+          <Input Type="Variable" Label="Am3" Expression="Am3"/>
+          <Input Type="Variable" Label="Time" Expression="Time"/>
+          <Input Type="Target" Label="XS_96_243_0_cap" Expression="XS_96_243_0_cap"/>
+        </Input>
+        <Output NOutputs="12">
+          <Output Type="Variable" Label="U5" Expression="U5"/>
+          <Output Type="Variable" Label="U8" Expression="U8"/>
+          <Output Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Output Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Output Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Output Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Output Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Output Type="Variable" Label="Am1" Expression="Am1"/>
+          <Output Type="Variable" Label="Am2" Expression="Am2"/>
+          <Output Type="Variable" Label="Am3" Expression="Am3"/>
+          <Output Type="Variable" Label="Time" Expression="Time"/>
+          <Output Type="Target" Label="XS_96_243_0_cap" Expression="XS_96_243_0_cap"/>
+        </Output>
+      </Selection>
+      <Class ClassIndex="0">
+        <Ranges>
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+        </Ranges>
+      </Class>
+    </Transform>
+  </Transformations>
+  <MVAPdfs/>
+  <Weights>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_243_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_243_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..aa74c2fb1eb70578cc3981251934a9641c256240
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_243_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_243_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:13:09 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="9.24168670e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_243_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_243_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4055956d0f1e4960621bf3a35488bbac348b55f2
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_243_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_243_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:37:05 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.45841456e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_244_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_244_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f53866d2c2c9581c5a3ccadc59937173df285182
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_244_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_244_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:54:06 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.07195616e+04"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="EpochMonitoring" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_244_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_244_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1e572b62105ac4578a2c108ed5870a5ca37506a7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_244_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_244_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:42:18 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.43841776e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_244_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_244_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9f1a0116d74d33c917e70ef3beb0ab9930562b2d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_244_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_244_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:34:22 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.17745975e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_245_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_245_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b465351b4e5acc2c7fb078183e9edc80b02b6dd2
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_245_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_245_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:57:38 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.69233241e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_245_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_245_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e16b713e717c92978c19d81481fd2332cda6649e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_245_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_245_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:38:14 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.99197933e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  </Variables>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_245_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_245_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7a4e8bd40d4f46f017c7ac5fd8fd716f2436a295
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_245_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_245_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:12:30 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.89775999e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+          <Input Type="Target" Label="XS_96_245_0_n2n" Expression="XS_96_245_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_246_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_246_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ffbc592595f759585b56174466a665d1aa7cbcd7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_246_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_246_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:41:33 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.49763756e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_246_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_246_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cdd9eec13451a74d4d3e95ba9996646d3f804d3e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_246_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_246_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:09:00 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.24724325e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_96_246_0_fis" Label="XS_96_246_0_fis" Title="XS_96_246_0_fis" Unit="" Internal="XS_96_246_0_fis" Type="F" Min="5.89992821e-01" Max="6.69751704e-01"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_246_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_246_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e45086d5f0ce688089702d4912d8b635fd71b07e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_246_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_246_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 04:43:47 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.02211219e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_247_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_247_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..61216ae4a6b962e22f6d27f352f90a2ffb5b75da
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_247_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_247_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:26:35 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.12849472e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_247_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_247_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a5663b5db78a9f6d8faf726af9fab3bf99292312
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_247_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_247_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:22:37 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.08031758e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_247_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_247_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..41456fd7dcbc53ddd693a8d2e4f27a8bc0fdfe21
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_247_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_247_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:33:11 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.60867410e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_248_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_248_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bcca9dc0124b0ae0e8169bb8406c54f0576802e3
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_248_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_248_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:58:08 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.00138847e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_248_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_248_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d9d64c72f86af7308b3b249851618de96550711f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_248_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_248_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:24:33 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.06431770e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_248_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_248_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..177d09d369ab5f90ddbb8cdde6c88cae9aada387
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_248_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_248_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:14:09 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.34704143e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
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index 0000000000000000000000000000000000000000..4dbb7af7f291d7d28203311b798f844fbf067cec
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_249_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_249_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:15:19 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.86696656e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="6" Expression="Pu12" Label="Pu12" Title="Pu 242" Unit="FractionIsotopic" Internal="Pu12" Type="F" Min="7.64389639e-04" Max="2.53406931e-02"/>
+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
+    <Variable VarIndex="8" Expression="Am2" Label="Am2" Title="Am 242" Unit="FractionIsotopic" Internal="Am2" Type="F" Min="1.01304298e-09" Max="2.95403443e-05"/>
+    <Variable VarIndex="9" Expression="Am3" Label="Am3" Title="Am 243" Unit="FractionIsotopic" Internal="Am3" Type="F" Min="7.64972924e-07" Max="7.47120613e-03"/>
+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_96_249_0_cap" Label="XS_96_249_0_cap" Title="XS_96_249_0_cap" Unit="" Internal="XS_96_249_0_cap" Type="F" Min="2.27888870e+00" Max="2.91456413e+00"/>
+  </Targets>
+  <Transformations NTransformations="1">
+    <Transform Name="Normalize">
+      <Selection>
+        <Input NInputs="12">
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+          <Input Type="Variable" Label="U8" Expression="U8"/>
+          <Input Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Input Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Input Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Input Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Input Type="Variable" Label="Am1" Expression="Am1"/>
+          <Input Type="Variable" Label="Am2" Expression="Am2"/>
+          <Input Type="Variable" Label="Am3" Expression="Am3"/>
+          <Input Type="Variable" Label="Time" Expression="Time"/>
+          <Input Type="Target" Label="XS_96_249_0_cap" Expression="XS_96_249_0_cap"/>
+        </Input>
+        <Output NOutputs="12">
+          <Output Type="Variable" Label="U5" Expression="U5"/>
+          <Output Type="Variable" Label="U8" Expression="U8"/>
+          <Output Type="Variable" Label="Pu8" Expression="Pu8"/>
+          <Output Type="Variable" Label="Pu9" Expression="Pu9"/>
+          <Output Type="Variable" Label="Pu10" Expression="Pu10"/>
+          <Output Type="Variable" Label="Pu11" Expression="Pu11"/>
+          <Output Type="Variable" Label="Pu12" Expression="Pu12"/>
+          <Output Type="Variable" Label="Am1" Expression="Am1"/>
+          <Output Type="Variable" Label="Am2" Expression="Am2"/>
+          <Output Type="Variable" Label="Am3" Expression="Am3"/>
+          <Output Type="Variable" Label="Time" Expression="Time"/>
+          <Output Type="Target" Label="XS_96_249_0_cap" Expression="XS_96_249_0_cap"/>
+        </Output>
+      </Selection>
+      <Class ClassIndex="0">
+        <Ranges>
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+        </Ranges>
+      </Class>
+    </Transform>
+  </Transformations>
+  <MVAPdfs/>
+  <Weights>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_249_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_249_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fb8230ee2403f3f6828d2b07f9301c0325d4ea21
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_249_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_249_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:10:06 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.65708691e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_249_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_249_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9f19163774f49dfadb02073c71731ae2e9a9004b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_249_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_249_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:25:51 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.78542543e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_250_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_250_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f235b8f5d8d285502772f022318e9bbec454b5d0
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_250_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_250_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:20:18 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.43616790e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_250_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_250_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9f6fc9b9736838ed153fc64027bead82ef5998dd
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_250_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_250_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 08:08:09 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.62079782e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="ResetStep" modified="No">50</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
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+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_250_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_250_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..73113863656fba6953e684652eb7e5ebf7aa7545
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_96_250_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_96_250_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:18:39 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.33533791e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_247_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_247_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ebbc84bf421646855cf75ff915d78514585efc4e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_247_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_97_247_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:23:37 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.26178063e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_247_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_247_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..15b7655e2cb48a8bff6bb8752b2043c5543468e4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_247_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_97_247_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:19:37 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.05615556e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_247_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_247_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fc839723b52bac2032d1b4115877c94720c88523
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_247_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_97_247_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:16:31 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.15844158e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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+          <Input Type="Target" Label="XS_97_247_0_n2n" Expression="XS_97_247_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_249_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_249_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2c641b94e008c1381b813335f8d87a300bd575a4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_249_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_97_249_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:22:40 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.96600183e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_97_249_0_cap" Expression="XS_97_249_0_cap"/>
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+  </Transformations>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_249_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_249_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a718b7b08c412eb3f13446978222c7c0f09926e8
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_249_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_97_249_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:06:27 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.07423818e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_97_249_0_fis" Label="XS_97_249_0_fis" Title="XS_97_249_0_fis" Unit="" Internal="XS_97_249_0_fis" Type="F" Min="6.64194524e-01" Max="1.81107497e+00"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_249_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_249_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5b892adc6a3b90f8cd474b8752752afe9318ba09
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_249_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_97_249_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:48:06 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.82934892e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_250_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_250_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e200c5d704dd3016769656d7045dda37a17f8c20
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_250_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_97_250_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:01:00 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.24424937e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
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+          <Input Type="Target" Label="XS_97_250_0_cap" Expression="XS_97_250_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_250_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_250_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6e7927b07f5176df51400426b716f55e3737e29e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_250_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_97_250_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:34:30 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.09479359e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_250_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_250_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..51e0499b22c91898e894307c9affa485dc5a1dd1
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_97_250_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_97_250_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:36:16 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.46506075e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_249_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_249_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..695b1fd17b82fc2e10c611c368fb2a5d9272982a
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_249_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_98_249_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:39:44 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.57919119e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_249_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_249_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d290f868e9fbb6f71c024605f35a8e0b135554d0
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_249_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_98_249_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:23:31 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.74190006e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_249_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_249_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..074ad9993f772f82b38f4c656b7718148691db56
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_249_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
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+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:38:50 2015"/>
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+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.77881445e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
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+    <Option name="NeuronInputType" modified="No">sum</Option>
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+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+</MethodSetup>
diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_250_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_250_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9b208566bb94d07d2965e865ffa32164b46b930a
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_250_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_98_250_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:18:56 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="8.52336069e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
+    <Variable VarIndex="8" Expression="Am2" Label="Am2" Title="Am 242" Unit="FractionIsotopic" Internal="Am2" Type="F" Min="1.01304298e-09" Max="2.95403443e-05"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_98_250_0_cap" Label="XS_98_250_0_cap" Title="XS_98_250_0_cap" Unit="" Internal="XS_98_250_0_cap" Type="F" Min="3.92899017e+01" Max="1.91416031e+02"/>
+  </Targets>
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+    <Transform Name="Normalize">
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+          <Input Type="Variable" Label="Pu8" Expression="Pu8"/>
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+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
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+          <Input Type="Target" Label="XS_98_250_0_cap" Expression="XS_98_250_0_cap"/>
+        </Input>
+        <Output NOutputs="12">
+          <Output Type="Variable" Label="U5" Expression="U5"/>
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+          <Output Type="Variable" Label="Pu11" Expression="Pu11"/>
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+          <Output Type="Variable" Label="Am1" Expression="Am1"/>
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+          <Output Type="Target" Label="XS_98_250_0_cap" Expression="XS_98_250_0_cap"/>
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+        <Ranges>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_250_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_250_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a234586c718a5ddaa1b2e0c45f959289445de173
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_250_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_98_250_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:46:42 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.03868235e+04"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_250_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_250_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..03de0c1b95b0650105a92e2e99fd97ae56824e58
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_250_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_98_250_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 05:38:05 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.39946175e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_251_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_251_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c0159dfd9eed8a93b6ca2fea790ba2cbcb46f5c7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_251_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_98_251_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:53:37 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.69484630e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_251_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_251_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0bbb0e265cc5d20150b0eb89615c189808d316b4
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_251_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_98_251_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:48:33 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.49992462e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_251_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_251_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0f86960a103625ccf3bc80b878986f994db0ac2e
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_251_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_98_251_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:09:18 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.82057886e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
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+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_252_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_252_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8ff583704e74ea79ee37ce46499f5f72d9692ee7
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_252_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_98_252_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:27:59 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.40412251e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_252_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_252_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a2322c107cd43b1f04bf1ae8e45631518ec6a8e9
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_252_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_98_252_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:07:21 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.86550644e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_252_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_252_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bb1da6a402d81c493d1809dc2d34eea3683c5693
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_252_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_98_252_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:06:55 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.88335777e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_254_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_254_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ba83a87ba378c90818cbc92a812a27f3a0144504
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_254_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_98_254_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:44:16 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.31223736e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+  </Classes>
+  <Targets NTrgt="1">
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+          <Input Type="Target" Label="XS_98_254_0_cap" Expression="XS_98_254_0_cap"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_254_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_254_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4e73f68daf4d6f3dd4a56f36e74d732d0a6f5267
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_254_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_98_254_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:30:45 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.63192877e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
+  <Variables NVar="11">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70676806e-03" Max="3.86267412e-03"/>
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+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="9.54120769e-05" Max="1.02889920e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="6.84304768e-03" Max="1.03770845e-01"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_98_254_0_fis" Label="XS_98_254_0_fis" Title="XS_98_254_0_fis" Unit="" Internal="XS_98_254_0_fis" Type="F" Min="1.56824863e+00" Max="1.67256594e+00"/>
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+          <Input Type="Target" Label="XS_98_254_0_fis" Expression="XS_98_254_0_fis"/>
+        </Input>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_254_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_254_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ee7b9f6be4a90f3a66f064356cdee9febd0b7d55
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_98_254_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_98_254_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:11:09 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.25098538e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
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+          <Input Type="Target" Label="XS_98_254_0_n2n" Expression="XS_98_254_0_n2n"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_253_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_253_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b0b4e28eae581337bb92be60971acc1a618656ee
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_253_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_99_253_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:49:18 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="5.40207124e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_254_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_254_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e9a37ebeaaf56087606238933154e75f3a5dbe62
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_254_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_99_254_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:45:56 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.92296123e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_254_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_254_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ecc2cbe1982c2b04ac9499c2d34c42313966cb9f
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_254_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_99_254_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:17:57 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.02785813e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
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+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_254_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_254_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0892f7fa440439815da2ac1b9ef7cd48f57fd7ff
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_254_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_99_254_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 06:12:30 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="2.85176592e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
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+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
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+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
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+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_255_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_255_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2c8a0ccbb899aa0e21e46c9e369546d603c8347c
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_255_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_99_255_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 08:28:53 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="7.02046199e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="NeuronType" modified="Yes">tanh</Option>
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+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
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+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  <Spectators NSpec="0"/>
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+  </Classes>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_255_0_fis.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_255_0_fis.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c23d38a4670eeb4fac49f263b3cd71e72a9632b1
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_255_0_fis.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_99_255_0_fis">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 08:12:04 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="6.05261657e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
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+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
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+  <Spectators NSpec="0"/>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_255_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_255_0_n2n.weights.xml
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index 0000000000000000000000000000000000000000..c2d9baec57bc1d124a541dc5ed6b95d67bca8a4d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_99_255_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_99_255_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 07:31:11 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="3.37292199e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</Option>
+    <Option name="UpdateLimit" modified="No">10000</Option>
+    <Option name="CalculateErrors" modified="No">False</Option>
+    <Option name="WeightRange" modified="No">1.000000e+00</Option>
+  </Options>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="7.62663092e-07" Max="1.72295030e-02"/>
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+    <Variable VarIndex="10" Expression="Time" Label="Time" Title="Time" Unit="seconds" Internal="Time" Type="F" Min="0.00000000e+00" Max="1.57788000e+08"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="XS_99_255_0_n2n" Label="XS_99_255_0_n2n" Title="XS_99_255_0_n2n" Unit="" Internal="XS_99_255_0_n2n" Type="F" Min="2.07509263e-03" Max="2.81763240e-03"/>
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+    <Transform Name="Normalize">
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+          <Input Type="Variable" Label="Pu10" Expression="Pu10"/>
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+          <Input Type="Variable" Label="Time" Expression="Time"/>
+          <Input Type="Target" Label="XS_99_255_0_n2n" Expression="XS_99_255_0_n2n"/>
+        </Input>
+        <Output NOutputs="12">
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+        <Ranges>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_9_19_0_cap.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_9_19_0_cap.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4ee458f87376b40f5d53154ce4f863a2b054062b
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_9_19_0_cap.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_9_19_0_cap">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 01:41:35 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="4.82958047e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
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diff --git a/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_9_19_0_n2n.weights.xml b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_9_19_0_n2n.weights.xml
new file mode 100644
index 0000000000000000000000000000000000000000..27e45e555ea958186cf05075e5e0e9c8cdc01c6d
--- /dev/null
+++ b/Database/PWR/MOX_Am/XSModel/30Wg_FullMOX_Am/TMVARegression_XS_9_19_0_n2n.weights.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::XS_9_19_0_n2n">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/14 [336398]"/>
+    <Info name="Creator" value="mouginot"/>
+    <Info name="Date" value="Wed Apr 29 00:42:07 2015"/>
+    <Info name="Host" value="Linux nansl3.in2p3.fr 2.6.32-431.20.3.el6.x86_64 #1 SMP Thu Jun 19 14:01:59 CDT 2014 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Dir" value="/scratch/spallati/mouginot/Combustible/Analyse/MLP_PuAm/XSM/Train"/>
+    <Info name="Training events" value="35904"/>
+    <Info name="TrainingTime" value="1.16380776e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
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+    <Option name="HiddenLayers" modified="Yes">N,N</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
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+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
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+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
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diff --git a/Database/PWR/UOX/XSModel/30Wg_FullUOX/Data_Base_Info.nfo b/Database/PWR/UOX/XSModel/30Wg_FullUOX/Data_Base_Info.nfo
index 37a4b1dc4976d215f1eed67ef9a65fc81dbf068e..a08a2061871e0b7cf3bb0eb080ca372ddcbf4c7a 100755
--- a/Database/PWR/UOX/XSModel/30Wg_FullUOX/Data_Base_Info.nfo
+++ b/Database/PWR/UOX/XSModel/30Wg_FullUOX/Data_Base_Info.nfo
@@ -1,22 +1,32 @@
+To be used with : XSM_MLP.cxx
+
+
 ReactorType :
 K_REACTOR PWR
 
+
 FuelType :
 K_FUEL UO2
 
+
 Heavy Metal (t) :
 K_MASS 0.0449446
 
+
 Thermal Power (W) :
 K_POWER 1.53883e+06
 
+
 Time (s) :
 K_TIMESTEP 0 15778800 31557600 47336400 63115200 78894000 94672800 110451600 126230400 142009200 157788000 173566800 189345600 205124400 220903200 236682000 252460800 268239600 284018400 299797184 315576000
 
+
 Z A I Name (input MLP) :
 K_ZAINAME 92 235 0 U5
 K_ZAINAME 92 238 0 U8
 
+
+
 Date : 2014
 Author : BaM
 Mail address : mouginot@subatech.in2p3.fr