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-# Rainbow deliverable of meta-modeling
+# Rainbow deliverable for meta-modeling
 
-Repository of rainbow deliverable for Pierre, in this work we use Convolutional Neural Network surrogate model to replace to finite element solver
+Repository of rainbow deliverable for Pierre, in this work we use Convolutional Neural Network surrogate model in place of finite element solver to predict the deformations of a cantilever beam (4X1X1m dimensions)
 
 # Libraries/Frameworks Required 
 
-- Keras, Pandas, scikit-learn 
-
-- SOFA Framework 
+- Keras, Pandas, scikit-learn , numpy
 
+- SOFA Framework  
 It is used for generation of synthetic training data which is eventually trained using neural networks