diff --git a/Database/PWR/MOX/EQModel/EQM_MLP_PWR_MOX_3batch.xml b/Database/PWR/MOX/EQModel/MLP/EQM_MLP_PWR_MOX_3batch.xml
old mode 100755
new mode 100644
similarity index 53%
rename from Database/PWR/MOX/EQModel/EQM_MLP_PWR_MOX_3batch.xml
rename to Database/PWR/MOX/EQModel/MLP/EQM_MLP_PWR_MOX_3batch.xml
index 003d88fd8b6fec9e7c7e8c33572df6b54dd37e7e..680e206f9cb219244b2d4adbe2d9092b22abfe6b
--- a/Database/PWR/MOX/EQModel/EQM_MLP_PWR_MOX_3batch.xml
+++ b/Database/PWR/MOX/EQModel/MLP/EQM_MLP_PWR_MOX_3batch.xml
@@ -1,14 +1,14 @@
 <?xml version="1.0"?>
 <MethodSetup Method="MLP::MLP_Equivalence0">
   <GeneralInfo>
-    <Info name="TMVA Release" value="4.1.4 [262404]"/>
-    <Info name="ROOT Release" value="5.34/10 [336394]"/>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/19 [336403]"/>
     <Info name="Creator" value="leniau"/>
-    <Info name="Date" value="Mon Jun 30 17:22:08 2014"/>
-    <Info name="Host" value="Linux leniau-Latitude-E6420 3.8.0-31-generic #46~precise1-Ubuntu SMP Wed Sep 11 18:21:16 UTC 2013 x86_64 x86_64 x86_64 GNU/Linux"/>
+    <Info name="Date" value="Fri Jan  9 11:37:36 2015"/>
+    <Info name="Host" value="Darwin MacBook-Pro-de-leniau.local 13.3.0 Darwin Kernel Version 13.3.0: Tue Jun 3 21:27:35 PDT 2014; root:xnu-2422.110.17~1/RELEASE_X86_64 x86_64"/>
     <Info name="Dir" value="/scratch/leniau/Projets_CLASS/TMVA/BASE_MONOMOX_MLP/Build_Equivalence_Model"/>
     <Info name="Training events" value="2346"/>
-    <Info name="TrainingTime" value="8.93149731e+01"/>
+    <Info name="TrainingTime" value="8.73357031e+01"/>
     <Info name="AnalysisType" value="Regression"/>
   </GeneralInfo>
   <Options>
@@ -46,13 +46,13 @@
     <Option name="WeightRange" modified="No">1.000000e+00</Option>
   </Options>
   <Variables NVar="8">
-    <Variable VarIndex="0" Expression="BU" Label="BU" Title="Burn Up" Unit="GWj_tMLi" Internal="BU" Type="F" Min="1.27451509e-01" Max="1.67492722e+02"/>
-    <Variable VarIndex="1" Expression="U5_enrichment" Label="U5_enrichment" Title="U5 enrichment" Unit="FractionIsotopic" Internal="U5_enrichment" Type="F" Min="2.00021011e-03" Max="3.99993034e-03"/>
-    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="4.22397535e-03" Max="7.35090971e-02"/>
-    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="2.87500858e-01" Max="7.62270331e-01"/>
-    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="1.19879030e-01" Max="3.20506841e-01"/>
-    <Variable VarIndex="5" Expression="Pu11" Label="Pu11" Title="Pu 241" Unit="FractionIsotopic" Internal="Pu11" Type="F" Min="5.06678037e-02" Max="1.96469903e-01"/>
-    <Variable VarIndex="6" Expression="Pu12" Label="Pu12" Title="Pu 242" Unit="FractionIsotopic" Internal="Pu12" Type="F" Min="1.29942037e-02" Max="2.09368989e-01"/>
+    <Variable VarIndex="0" Expression="BU" Label="BU" Title="Burn Up" Unit="GWj_tMLi" Internal="BU" Type="F" Min="7.70039931e-02" Max="1.46181305e+02"/>
+    <Variable VarIndex="1" Expression="U5_enrichment" Label="U5_enrichment" Title="U5 enrichment" Unit="FractionIsotopic" Internal="U5_enrichment" Type="F" Min="2.00009020e-03" Max="3.99993034e-03"/>
+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="4.34879120e-03" Max="7.44246021e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="2.89947063e-01" Max="7.77372539e-01"/>
+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="1.21043928e-01" Max="3.20506841e-01"/>
+    <Variable VarIndex="5" Expression="Pu11" Label="Pu11" Title="Pu 241" Unit="FractionIsotopic" Internal="Pu11" Type="F" Min="5.08267991e-02" Max="1.96469903e-01"/>
+    <Variable VarIndex="6" Expression="Pu12" Label="Pu12" Title="Pu 242" Unit="FractionIsotopic" Internal="Pu12" Type="F" Min="1.29942037e-02" Max="2.10661992e-01"/>
     <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="3.95086972e-04" Max="7.63316974e-02"/>
   </Variables>
   <Spectators NSpec="0"/>
@@ -60,7 +60,7 @@
     <Class Name="Regression" Index="0"/>
   </Classes>
   <Targets NTrgt="1">
-    <Target TargetIndex="0" Expression="teneur" Label="teneur" Title="teneur" Unit="" Internal="teneur" Type="F" Min="4.00931798e-02" Max="1.49949029e-01"/>
+    <Target TargetIndex="0" Expression="teneur" Label="teneur" Title="teneur" Unit="" Internal="teneur" Type="F" Min="4.00504693e-02" Max="1.49949029e-01"/>
   </Targets>
   <Transformations NTransformations="1">
     <Transform Name="Normalize">
@@ -90,15 +90,15 @@
       </Selection>
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+          <Range Index="0" Min="7.7003993093967438e-02" Max="1.4618130493164062e+02"/>
+          <Range Index="1" Min="2.0000902004539967e-03" Max="3.9999303407967091e-03"/>
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+          <Range Index="8" Min="4.0050469338893890e-02" Max="1.4994902908802032e-01"/>
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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
new file mode 100644
index 0000000000000000000000000000000000000000..016750f0ae43019fb7060509d77049f83b80d201
--- /dev/null
+++ b/Database/PWR/MOX/EQModel/MLP_Kinf/MLP/PWR_MOX_30Wg.nfo
@@ -0,0 +1,48 @@
+Specific Power (W/gHM) :
+k_specpower 34.24
+
+Maximal burnup (GWd/tHM) :
+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
+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
+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 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 
+Others :
diff --git a/Database/PWR/MOX/EQModel/MLP_Kinf/MLP/PWR_MOX_30Wg.xml b/Database/PWR/MOX/EQModel/MLP_Kinf/MLP/PWR_MOX_30Wg.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c740729d9ac5edb03217e4503d68ee15265469cc
--- /dev/null
+++ b/Database/PWR/MOX/EQModel/MLP_Kinf/MLP/PWR_MOX_30Wg.xml
@@ -0,0 +1,197 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::MLP_Equivalence0">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/19 [336403]"/>
+    <Info name="Creator" value="leniau"/>
+    <Info name="Date" value="Mon Mar  2 20:31:47 2015"/>
+    <Info name="Host" value="Darwin MacBook-Pro-de-leniau.local 13.3.0 Darwin Kernel Version 13.3.0: Tue Jun 3 21:27:35 PDT 2014; root:xnu-2422.110.17~1/RELEASE_X86_64 x86_64"/>
+    <Info name="Dir" value="/scratch/leniau/Projets_CLASS/TMVA/BASE_MONOMOX_MLP/Predict_kinf/TrainMLP"/>
+    <Info name="Training events" value="26180"/>
+    <Info name="TrainingTime" value="1.85723687e+03"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">20000</Option>
+    <Option name="HiddenLayers" modified="Yes">N+5</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">False</Option>
+    <Option name="VerbosityLevel" modified="No">Default</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</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="9">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.70790544e-03" Max="3.82024585e-03"/>
+    <Variable VarIndex="1" Expression="U8" Label="U8" Title="U 238 " Unit="FractionIsotopic" Internal="U8" Type="F" Min="8.46877456e-01" Max="9.57599878e-01"/>
+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="2.04457741e-04" Max="1.07518081e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="1.34624317e-02" Max="1.10575892e-01"/>
+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="5.54009527e-03" Max="4.70738448e-02"/>
+    <Variable VarIndex="5" Expression="Pu11" Label="Pu11" Title="Pu 241" Unit="FractionIsotopic" Internal="Pu11" Type="F" Min="2.52286321e-03" Max="2.77698915e-02"/>
+    <Variable VarIndex="6" Expression="Pu12" Label="Pu12" Title="Pu 242" Unit="FractionIsotopic" Internal="Pu12" Type="F" Min="6.26901106e-04" Max="3.05664930e-02"/>
+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="2.08963102e-05" Max="1.11369798e-02"/>
+    <Variable VarIndex="8" Expression="Time" Label="Time" Title="Time" Unit="temps(s)" 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="k_eff" Label="k_eff" Title="k_eff" Unit="" Internal="k_eff" Type="F" Min="8.04252028e-01" Max="1.33846998e+00"/>
+  </Targets>
+  <Transformations NTransformations="1">
+    <Transform Name="Normalize">
+      <Selection>
+        <Input NInputs="10">
+          <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="Time" Expression="Time"/>
+          <Input Type="Target" Label="k_eff" Expression="k_eff"/>
+        </Input>
+        <Output NOutputs="10">
+          <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="Time" Expression="Time"/>
+          <Output Type="Target" Label="k_eff" Expression="k_eff"/>
+        </Output>
+      </Selection>
+      <Class ClassIndex="0">
+        <Ranges>
+          <Range Index="0" Min="1.7079054377973080e-03" Max="3.8202458526939154e-03"/>
+          <Range Index="1" Min="8.4687745571136475e-01" Max="9.5759987831115723e-01"/>
+          <Range Index="2" Min="2.0445774134714156e-04" Max="1.0751808062195778e-02"/>
+          <Range Index="3" Min="1.3462431728839874e-02" Max="1.1057589203119278e-01"/>
+          <Range Index="4" Min="5.5400952696800232e-03" Max="4.7073844820261002e-02"/>
+          <Range Index="5" Min="2.5228632148355246e-03" Max="2.7769891545176506e-02"/>
+          <Range Index="6" Min="6.2690110644325614e-04" Max="3.0566493049263954e-02"/>
+          <Range Index="7" Min="2.0896310161333531e-05" Max="1.1136979795992374e-02"/>
+          <Range Index="8" Min="0.0000000000000000e+00" Max="1.5778800000000000e+08"/>
+          <Range Index="9" Min="8.0425202846527100e-01" Max="1.3384699821472168e+00"/>
+        </Ranges>
+      </Class>
+    </Transform>
+  </Transformations>
+  <MVAPdfs/>
+  <Weights>
+    <Layout NLayers="3">
+      <Layer Index="0" NNeurons="10">
+        <Neuron NSynapses="14">
+          -9.0393876649931815e-03 1.5209644135839144e+00 2.5261762909034573e-02 1.7648741905899021e-01 -1.2235050194281292e+00 6.8469423655920470e-03 -1.3601130066512832e-01 -4.7515579377041248e-02 3.6906557610668279e-02 1.8535178736053121e-02 -1.1290695510778437e+00 -2.7557745058158217e-01 4.2428745396189649e-01 1.4048537822132644e-03 
+        </Neuron>
+        <Neuron NSynapses="14">
+          -1.1472471662910186e+00 6.2740080145378174e-01 1.5595203385051215e+00 3.2437413995498581e+00 6.9254138221431549e-01 1.0633924746225676e+00 -1.6980035607016171e+00 -9.5482981587908466e-02 2.2320914151625115e+00 6.1476984397298295e-01 -1.1749213390955673e+00 -5.1874087926843271e-01 1.9085879876971659e+00 -9.1989131732815355e-01 
+        </Neuron>
+        <Neuron NSynapses="14">
+          -6.8480503056344609e-03 -2.4566979924929397e-01 1.5233673119602675e-01 1.8024494612790887e+00 -9.8296666958310297e-02 1.2155747394969099e-01 -2.2002784551993379e-01 3.5575367337779273e-02 1.2392929977834252e-01 5.0115699099495557e-02 -1.0462092739108375e+00 1.3083476293582357e+00 -1.0393386263361417e+00 -8.4933915458258652e-02 
+        </Neuron>
+        <Neuron NSynapses="14">
+          -3.8173633225111897e-01 1.1630144160250837e+00 1.2113457864411370e+00 -1.9617490844852932e+00 6.2149886993910830e-01 2.1822339756183573e-01 1.2284323578669853e+00 1.3241611143646073e+00 1.6553711374910411e+00 8.3800278610774248e-01 -1.9153718398339594e+00 1.0554287702266252e+00 -1.2668826560657813e+00 -9.0277352864376248e-01 
+        </Neuron>
+        <Neuron NSynapses="14">
+          1.6842445902441974e-01 -1.8935194006522842e+00 5.1335932556256259e-01 3.0577515459649518e-01 -1.2502408379059957e+00 6.1692514859246761e-01 -5.2759890444382818e-01 1.5632742727480442e-01 2.7500484814126414e-01 1.9703320675135208e-01 -8.3918890037203334e-02 -5.5677956975500753e-01 -2.3729511711284164e+00 8.4047995885574281e-02 
+        </Neuron>
+        <Neuron NSynapses="14">
+          -2.4379189817111938e-01 -1.2907675767346336e+00 4.0797684150573382e-01 6.5257374104636046e-01 4.1367603690268018e-01 -1.8725567328891615e-01 -9.3976379753914940e-01 -1.6412724498138556e+00 5.1587600404888345e-01 2.1639215619052818e-01 1.4567170875102318e+00 4.0144528385144901e-01 -1.4184037827278148e-01 -6.8768743396358434e-01 
+        </Neuron>
+        <Neuron NSynapses="14">
+          -2.5274208221158145e-01 -6.4831888784158742e-01 4.4475933392092942e-01 5.2458705972755793e-01 -1.2331431150607208e+00 1.8957192818143975e-01 -5.8358657290291582e-01 -6.7264159585526687e-02 4.1082795162606467e-01 7.4873452142486210e-02 -1.0334040057382246e+00 1.7719211938713240e+00 -1.4823089386505537e+00 -6.8557933165641716e-01 
+        </Neuron>
+        <Neuron NSynapses="14">
+          9.3598987412143286e-02 -1.7184175973826824e-02 -1.6998084480484971e-01 -3.4083825279216567e-01 3.3056966395447140e-01 2.0614044253099731e-01 -7.3311085318849856e-01 1.3970881066184933e+00 1.0296214098430850e-02 3.5078994586654817e-02 -4.4857110898025637e-01 7.1066284390519985e-01 -3.0982531444712891e-01 2.0712877553535544e-01 
+        </Neuron>
+        <Neuron NSynapses="14">
+          4.6382668503432718e-03 -5.3877320872281831e-01 -5.4423500037415078e+00 2.0599620864318999e+00 1.8476470594654213e+00 -6.2849347966691493e-01 1.1502527531506248e+00 -2.8237695053745826e+00 -3.7645858232321788e-01 -2.3942062031283221e-01 -3.4704347207222090e-02 1.9194078870111755e+00 5.4805057339100038e-01 7.7767204047031957e-01 
+        </Neuron>
+        <Neuron NSynapses="14">
+          1.7419571625428947e+00 6.1110640436333197e-01 -6.7709175846924925e+00 -1.3311187525943244e+00 -5.2536967095584575e-01 -2.3814061323908349e+00 3.1173905040074383e+00 -2.0157348639338655e+00 -1.2092493749420909e+00 1.6338863881147261e-01 2.5423102643764723e+00 -1.5155855210878437e+00 1.5111562110929437e+00 4.6232042922660616e-01 
+        </Neuron>
+      </Layer>
+      <Layer Index="1" NNeurons="15">
+        <Neuron NSynapses="1">
+          2.9315027707963779e+00 
+        </Neuron>
+        <Neuron NSynapses="1">
+          1.0033107372321625e-04 
+        </Neuron>
+        <Neuron NSynapses="1">
+          3.7679510959339693e+00 
+        </Neuron>
+        <Neuron NSynapses="1">
+          -1.1588057547672741e-02 
+        </Neuron>
+        <Neuron NSynapses="1">
+          1.9095994685630109e-04 
+        </Neuron>
+        <Neuron NSynapses="1">
+          -6.4861483383975260e+00 
+        </Neuron>
+        <Neuron NSynapses="1">
+          2.4083368250371351e-01 
+        </Neuron>
+        <Neuron NSynapses="1">
+          -1.7856864986717340e-02 
+        </Neuron>
+        <Neuron NSynapses="1">
+          5.1119990032799238e+00 
+        </Neuron>
+        <Neuron NSynapses="1">
+          1.2180661146420819e+00 
+        </Neuron>
+        <Neuron NSynapses="1">
+          -6.3191867126637380e-02 
+        </Neuron>
+        <Neuron NSynapses="1">
+          1.2558646062695907e-02 
+        </Neuron>
+        <Neuron NSynapses="1">
+          -2.8131601908106939e-03 
+        </Neuron>
+        <Neuron NSynapses="1">
+          -1.9242327836315987e-01 
+        </Neuron>
+        <Neuron NSynapses="1">
+          -3.9456213985504546e-01 
+        </Neuron>
+      </Layer>
+      <Layer Index="2" NNeurons="1">
+        <Neuron NSynapses="0"/>
+      </Layer>
+    </Layout>
+  </Weights>
+</MethodSetup>
diff --git a/Database/PWR/MOX/EQModel/MLP_Kinf/POL2/MLP_POL2_Alpha_0.xml b/Database/PWR/MOX/EQModel/MLP_Kinf/POL2/MLP_POL2_Alpha_0.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6354a9076c156ab86951089615d837bdfffb1a33
--- /dev/null
+++ b/Database/PWR/MOX/EQModel/MLP_Kinf/POL2/MLP_POL2_Alpha_0.xml
@@ -0,0 +1,208 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::MLP_Alpha_0">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/19 [336403]"/>
+    <Info name="Creator" value="leniau"/>
+    <Info name="Date" value="Tue Mar  3 15:40:46 2015"/>
+    <Info name="Host" value="Darwin MacBook-Pro-de-leniau.local 13.3.0 Darwin Kernel Version 13.3.0: Tue Jun 3 21:27:35 PDT 2014; root:xnu-2422.110.17~1/RELEASE_X86_64 x86_64"/>
+    <Info name="Dir" value="/scratch/leniau/Projets_CLASS/TMVA/BASE_MONOMOX_MLP/Predict_Pol2/TrainMLP"/>
+    <Info name="Training events" value="2380"/>
+    <Info name="TrainingTime" value="1.47359074e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">16000</Option>
+    <Option name="HiddenLayers" modified="Yes">20</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">True</Option>
+    <Option name="VerbosityLevel" modified="No">Verbose</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</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="8">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.71467941e-03" Max="3.82024585e-03"/>
+    <Variable VarIndex="1" Expression="U8" Label="U8" Title="U 238 " Unit="FractionIsotopic" Internal="U8" Type="F" Min="8.47241700e-01" Max="9.57580924e-01"/>
+    <Variable VarIndex="2" Expression="Pu8" Label="Pu8" Title="Pu 238" Unit="FractionIsotopic" Internal="Pu8" Type="F" Min="2.04457741e-04" Max="1.07518081e-02"/>
+    <Variable VarIndex="3" Expression="Pu9" Label="Pu9" Title="Pu 239" Unit="FractionIsotopic" Internal="Pu9" Type="F" Min="1.37443952e-02" Max="1.10575892e-01"/>
+    <Variable VarIndex="4" Expression="Pu10" Label="Pu10" Title="Pu 240" Unit="FractionIsotopic" Internal="Pu10" Type="F" Min="5.85060008e-03" Max="4.69908006e-02"/>
+    <Variable VarIndex="5" Expression="Pu11" Label="Pu11" Title="Pu 241" Unit="FractionIsotopic" Internal="Pu11" Type="F" Min="2.84885010e-03" Max="2.77698915e-02"/>
+    <Variable VarIndex="6" Expression="Pu12" Label="Pu12" Title="Pu 242" Unit="FractionIsotopic" Internal="Pu12" Type="F" Min="8.39043350e-04" Max="2.91712042e-02"/>
+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="4.26072947e-05" Max="1.08477855e-02"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="Alpha_0" Label="Alpha_0" Title="Alpha_0" Unit="" Internal="Alpha_0" Type="F" Min="9.67351913e-01" Max="1.32517552e+00"/>
+  </Targets>
+  <Transformations NTransformations="1">
+    <Transform Name="Normalize">
+      <Selection>
+        <Input NInputs="9">
+          <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"/>
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diff --git a/Database/PWR/MOX/EQModel/MLP_Kinf/POL2/MLP_POL2_Alpha_1.xml b/Database/PWR/MOX/EQModel/MLP_Kinf/POL2/MLP_POL2_Alpha_1.xml
new file mode 100644
index 0000000000000000000000000000000000000000..61bf70693da052e1ba7e8138401df5e26ac36fd4
--- /dev/null
+++ b/Database/PWR/MOX/EQModel/MLP_Kinf/POL2/MLP_POL2_Alpha_1.xml
@@ -0,0 +1,208 @@
+<?xml version="1.0"?>
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+    <Info name="ROOT Release" value="5.34/19 [336403]"/>
+    <Info name="Creator" value="leniau"/>
+    <Info name="Date" value="Tue Mar  3 16:21:50 2015"/>
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+    <Info name="Dir" value="/scratch/leniau/Projets_CLASS/TMVA/BASE_MONOMOX_MLP/Predict_Pol2/TrainMLP"/>
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diff --git a/Database/PWR/MOX/EQModel/MLP_Kinf/POL2/MLP_POL2_Alpha_2.xml b/Database/PWR/MOX/EQModel/MLP_Kinf/POL2/MLP_POL2_Alpha_2.xml
new file mode 100644
index 0000000000000000000000000000000000000000..40ab8ecf3c0be457b8f56f554b398a1538fd1627
--- /dev/null
+++ b/Database/PWR/MOX/EQModel/MLP_Kinf/POL2/MLP_POL2_Alpha_2.xml
@@ -0,0 +1,208 @@
+<?xml version="1.0"?>
+<MethodSetup Method="MLP::MLP_Alpha_2">
+  <GeneralInfo>
+    <Info name="TMVA Release" value="4.2.0 [262656]"/>
+    <Info name="ROOT Release" value="5.34/19 [336403]"/>
+    <Info name="Creator" value="leniau"/>
+    <Info name="Date" value="Tue Mar  3 16:23:25 2015"/>
+    <Info name="Host" value="Darwin MacBook-Pro-de-leniau.local 13.3.0 Darwin Kernel Version 13.3.0: Tue Jun 3 21:27:35 PDT 2014; root:xnu-2422.110.17~1/RELEASE_X86_64 x86_64"/>
+    <Info name="Dir" value="/scratch/leniau/Projets_CLASS/TMVA/BASE_MONOMOX_MLP/Predict_Pol2/TrainMLP"/>
+    <Info name="Training events" value="2380"/>
+    <Info name="TrainingTime" value="1.04890455e+02"/>
+    <Info name="AnalysisType" value="Regression"/>
+  </GeneralInfo>
+  <Options>
+    <Option name="NCycles" modified="Yes">16000</Option>
+    <Option name="HiddenLayers" modified="Yes">20</Option>
+    <Option name="NeuronType" modified="Yes">tanh</Option>
+    <Option name="RandomSeed" modified="No">1</Option>
+    <Option name="EstimatorType" modified="No">MSE</Option>
+    <Option name="NeuronInputType" modified="No">sum</Option>
+    <Option name="V" modified="Yes">True</Option>
+    <Option name="VerbosityLevel" modified="No">Verbose</Option>
+    <Option name="VarTransform" modified="Yes">Norm</Option>
+    <Option name="H" modified="Yes">False</Option>
+    <Option name="CreateMVAPdfs" modified="No">False</Option>
+    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
+    <Option name="TrainingMethod" modified="Yes">BFGS</Option>
+    <Option name="LearningRate" modified="No">2.000000e-02</Option>
+    <Option name="DecayRate" modified="No">1.000000e-02</Option>
+    <Option name="TestRate" modified="Yes">6</Option>
+    <Option name="EpochMonitoring" modified="No">False</Option>
+    <Option name="Sampling" modified="Yes">3.000000e-01</Option>
+    <Option name="SamplingEpoch" modified="Yes">8.000000e-01</Option>
+    <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
+    <Option name="SamplingTraining" modified="No">True</Option>
+    <Option name="SamplingTesting" modified="No">False</Option>
+    <Option name="ResetStep" modified="No">50</Option>
+    <Option name="Tau" modified="No">3.000000e+00</Option>
+    <Option name="BPMode" modified="No">sequential</Option>
+    <Option name="BatchSize" modified="No">-1</Option>
+    <Option name="ConvergenceImprove" modified="Yes">1.000000e-06</Option>
+    <Option name="ConvergenceTests" modified="Yes">15</Option>
+    <Option name="UseRegulator" modified="Yes">False</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="8">
+    <Variable VarIndex="0" Expression="U5" Label="U5" Title="U 235" Unit="FractionIsotopic" Internal="U5" Type="F" Min="1.71467941e-03" Max="3.82024585e-03"/>
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+    <Variable VarIndex="7" Expression="Am1" Label="Am1" Title="Am 241" Unit="FractionIsotopic" Internal="Am1" Type="F" Min="4.26072947e-05" Max="1.08477855e-02"/>
+  </Variables>
+  <Spectators NSpec="0"/>
+  <Classes NClass="1">
+    <Class Name="Regression" Index="0"/>
+  </Classes>
+  <Targets NTrgt="1">
+    <Target TargetIndex="0" Expression="Alpha_2" Label="Alpha_2" Title="Alpha_2" Unit="" Internal="Alpha_2" Type="F" Min="-9.90129196e-19" Max="9.59298644e-18"/>
+  </Targets>
+  <Transformations NTransformations="1">
+    <Transform Name="Normalize">
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+          <Input Type="Target" Label="Alpha_2" Expression="Alpha_2"/>
+        </Input>
+        <Output NOutputs="9">
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+          <Output Type="Target" Label="Alpha_2" Expression="Alpha_2"/>
+        </Output>
+      </Selection>
+      <Class ClassIndex="0">
+        <Ranges>
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+  </Transformations>
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diff --git a/Database/PWR/MOX/EQModel/MLP_Kinf/POL2/PWR_MOX_30Wg.nfo b/Database/PWR/MOX/EQModel/MLP_Kinf/POL2/PWR_MOX_30Wg.nfo
new file mode 100644
index 0000000000000000000000000000000000000000..458e0434b539e1a9da3e360d7b5e055a94d00f27
--- /dev/null
+++ b/Database/PWR/MOX/EQModel/MLP_Kinf/POL2/PWR_MOX_30Wg.nfo
@@ -0,0 +1,49 @@
+Specific Power (W/gHM) :
+k_specpower 34.24
+
+Maximal burnup (GWd/tHM) :
+k_maxburnup 100
+
+Maximal fissile content (molar proportion) :
+k_maxfiscontent 0.25
+
+Z A I Name (input MLP) :
+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 92 238 0 Pu_content
+k_zainame 92 235 0 U5_enrichment
+
+Fissile Liste (Z A I) :
+k_fissil 94 238 0
+k_fissil 94 239 0
+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
+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 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 
+Others :