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 , numpy
- SOFA Framework
Simulation Open Framework Architecture (SOFA) is an open source framework primarily targeted at real-time physical simulation, with an emphasis on medical simulation. We use it for synthetic data generation which will be eventually trained by keras deep learning libraries.
