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docs/pinns
docs/pinns
 
 
examples
examples
 
 
pinns
pinns
 
 
tests
tests
 
 
.gitignore
.gitignore
 
 
LICENSE
LICENSE
 
 
README.md
README.md
 
 
bezier.ipynb
bezier.ipynb
 
 
connectivity_holder.pkl
connectivity_holder.pkl
 
 
connectivity_wheel.pkl
connectivity_wheel.pkl
 
 
geometries3d.ipynb
geometries3d.ipynb
 
 
geometries3d.py
geometries3d.py
 
 
holder.ipynb
holder.ipynb
 
 
holder_ccx.ipynb
holder_ccx.ipynb
 
 
holder_contacts.ipynb
holder_contacts.ipynb
 
 
holder_contacts_param.ipynb
holder_contacts_param.ipynb
 
 
holder_flat.geom
holder_flat.geom
 
 
holder_round_0.geom
holder_round_0.geom
 
 
holder_round_1.geom
holder_round_1.geom
 
 
holder_round_2.geom
holder_round_2.geom
 
 
holder_spoke.geom
holder_spoke.geom
 
 
hyperelasticity_3d.py
hyperelasticity_3d.py
 
 
hyperelasticity_3d_contacts.py
hyperelasticity_3d_contacts.py
 
 
pyproject.toml
pyproject.toml
 
 
ritz_test2d.py
ritz_test2d.py
 
 
setup.py
setup.py
 
 
slice_check.ipynb
slice_check.ipynb
 
 
test_bcs.py
test_bcs.py
 
 
test_bsplines.py
test_bsplines.py
 
 
test_geometry.py
test_geometry.py
 
 
test_operators.py
test_operators.py
 
 
test_pmap.py
test_pmap.py
 
 
test_trial.py
test_trial.py
 
 
tmp.geo
tmp.geo
 
 
tmp.msh
tmp.msh
 
 
tmp.xml
tmp.xml
 
 
tmp_facet_region.xml
tmp_facet_region.xml
 
 
tmp_physical_region.xml
tmp_physical_region.xml
 
 
wheel.ipynb
wheel.ipynb
 
 
wheel.py
wheel.py
 
 
wheel_in_flat_0.geom
wheel_in_flat_0.geom
 
 
wheel_in_flat_1.geom
wheel_in_flat_1.geom
 
 
wheel_in_flat_2.geom
wheel_in_flat_2.geom
 
 
wheel_in_flat_3.geom
wheel_in_flat_3.geom
 
 
wheel_in_round_0.geom
wheel_in_round_0.geom
 
 
wheel_in_round_1.geom
wheel_in_round_1.geom
 
 
wheel_in_round_2.geom
wheel_in_round_2.geom
 
 
wheel_in_round_3.geom
wheel_in_round_3.geom
 
 
wheel_out_flat_0.geom
wheel_out_flat_0.geom
 
 
wheel_out_flat_1.geom
wheel_out_flat_1.geom
 
 
wheel_out_flat_2.geom
wheel_out_flat_2.geom
 
 
wheel_out_flat_3.geom
wheel_out_flat_3.geom
 
 
wheel_out_round_0.geom
wheel_out_round_0.geom
 
 
wheel_out_round_1.geom
wheel_out_round_1.geom
 
 
wheel_out_round_2.geom
wheel_out_round_2.geom
 
 
wheel_out_round_3.geom
wheel_out_round_3.geom
 
 
wheel_spoke_0.geom
wheel_spoke_0.geom
 
 
wheel_spoke_1.geom
wheel_spoke_1.geom
 
 
wheel_spoke_2.geom
wheel_spoke_2.geom
 
 
wheel_spoke_3.geom
wheel_spoke_3.geom
 
 

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PINNs

Physics informed neural networks repository

This repository implements:

  • IGA-PINNs

UNDER DEVELOPMENT

Requirements

The following packages are needed:

  • jax
  • numpy
  • pyvista

Optional for computing reference solutions:

  • fenics

Documentation

Documentation can be found here and can be generated using:

pdoc3 --html pinns -o docs/ --config latex_math=True --force

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Physics informed neural networks repository

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