├── Pytorch_NN_example ├── .gitkeep ├── linear_reg.py └── nonlinear_reg.py ├── Pytorch_PINN ├── .gitkeep ├── 1d_advdif_PINN.py ├── 2d_diffusion_PINN.py └── stenosis_NS.py └── README.md /Pytorch_NN_example/.gitkeep: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /Pytorch_NN_example/linear_reg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amir-cardiolab/PINN-examples/HEAD/Pytorch_NN_example/linear_reg.py -------------------------------------------------------------------------------- /Pytorch_NN_example/nonlinear_reg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amir-cardiolab/PINN-examples/HEAD/Pytorch_NN_example/nonlinear_reg.py -------------------------------------------------------------------------------- /Pytorch_PINN/.gitkeep: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /Pytorch_PINN/1d_advdif_PINN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amir-cardiolab/PINN-examples/HEAD/Pytorch_PINN/1d_advdif_PINN.py -------------------------------------------------------------------------------- /Pytorch_PINN/2d_diffusion_PINN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amir-cardiolab/PINN-examples/HEAD/Pytorch_PINN/2d_diffusion_PINN.py -------------------------------------------------------------------------------- /Pytorch_PINN/stenosis_NS.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amir-cardiolab/PINN-examples/HEAD/Pytorch_PINN/stenosis_NS.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amir-cardiolab/PINN-examples/HEAD/README.md --------------------------------------------------------------------------------