PINNs-EIT

A Python package to create the FEM model and the required boundary and surface/volume collocation points for training a PINN.

Preview

Two-dimensional forward model wrapped to ngsolve.

Three-dimensional forward model wrapped to ngsolve.

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
images		images
models		models
pinnfem		pinnfem
.gitignore		.gitignore
2d_electode_circ.ipynb		2d_electode_circ.ipynb
2d_electode_circ_circ.ipynb		2d_electode_circ_circ.ipynb
2d_electrode_cube.ipynb		2d_electrode_cube.ipynb
DBS_electrode.ipynb		DBS_electrode.ipynb
EIT_forward.ipynb		EIT_forward.ipynb
FEM.ipynb		FEM.ipynb
README.md		README.md
requirements.txt		requirements.txt