[PA-A] removed the validate PCEModel in the post processing step.

BayesValidRox/tests/PA-A/Benchmark_PAA.py

@@ -262,8 +262,8 @@ if __name__ == "__main__":
     
     
     # # Model stokesdarcy-BJ
-    PCEModel_BJ, BayesCalib_BJ, BayesValid_BJ = stokesdarcy.run(params, couplingcond='BJ', 
-                                                                PCEEDMethod=PCEExpDesignMethod)
+    # PCEModel_BJ, BayesCalib_BJ, BayesValid_BJ = stokesdarcy.run(params, couplingcond='BJ', 
+    #                                                             PCEEDMethod=PCEExpDesignMethod)
 
 # #    # Load the objects
 # #    with open('../outputs_ffpm-stokesdarcyBJ/PA_A_Bayesffpm-stokesdarcyBJ.pkl', 'rb') as input:
@@ -271,8 +271,8 @@ if __name__ == "__main__":
 # #        BayesValid_BJ = pickle.load(input)   
     
     # Model stokesdarcy-ER
-    PCEModel_ER, BayesCalib_ER, BayesValid_ER = stokesdarcy.run(params, couplingcond='ER', 
-                                                                PCEEDMethod=PCEExpDesignMethod)
+    # PCEModel_ER, BayesCalib_ER, BayesValid_ER = stokesdarcy.run(params, couplingcond='ER', 
+    #                                                             PCEEDMethod=PCEExpDesignMethod)
     
     
 #    # Load the objects
@@ -284,7 +284,7 @@ if __name__ == "__main__":
     # Model stokesdarcy-pnm
     PCEModel_PNM, BayesCalib_PNM, BayesValid_PNM = stokespnm.run(params, PCEEDMethod=PCEExpDesignMethod)
     
-    
+    sys.exit()
 #    # Load the objects
 #    with open('../outputs_ffpm-stokesdarcyER/PA_A_Bayesffpm-stokesdarcyER.pkl', 'rb') as input:
 #        BayesCalib_PNM = pickle.load(input)

BayesValidRox/tests/PA-A/ffpm_validation_stokespnm.py

@@ -199,9 +199,6 @@ def run(params, PCEEDMethod='normal'):
     #=====================================================
     PostPCE = PostProcessing(PCEModel)
     
-    # Plot to check validation visually.
-    PostPCE.validMetamodel(nValidSamples=3)
-    
     # Compute the moments and compare with the Monte-Carlo reference
     PostPCE.plotMoments(xlabel='Point ID', plotType='bar')
     

BayesValidRox/tests/PA-A/ref_stokesdarcy.py

@@ -3,7 +3,8 @@
 """
 Created on Thu Aug 13 09:53:11 2020
 
-@author: farid
+@author: Farid Mohammadi, M.Sc.
+    Email: farid.mohammadi@iws.uni-stuttgart.de
 """
 import sys, os
 import numpy as np