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