Popular repositories Loading

1. hypermodelcomp hypermodelcomp Public

   Benchmarking physics-constrained data-driven models of hyperelasticity against rubber and soft tissue datasets

   Jupyter Notebook 13 2

2. Anisotropic_NN_UMAT Anisotropic_NN_UMAT Public

   Neural Network (NN) based anisotropic material model with an Abaqus UMAT implementation

   Jupyter Notebook 12 5

3. NODE_v2 NODE_v2 Public

   Automatically polyconvex strain energy functions using neural ordinary differential equations (Includes porcine skin data for training and FEM application examples).

   Jupyter Notebook 7 3

4. NODE NODE Public

   Automatically polyconvex strain energy functions using neural ordinary differential equations (Includes porcine skin data for training and FEM application examples).

   Jupyter Notebook 4

5. node_diffusion node_diffusion Public

   Jupyter Notebook 4

6. node_damage node_damage Public

   Data-driven continuum damage modeling with NODEs

   Jupyter Notebook 3