GitHub - tajtac/NODE_v2: Automatically polyconvex strain energy functions using neural ordinary differential equations (Includes porcine skin data for training and FEM application examples).

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

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
NODE_abaqus		NODE_abaqus
__pycache__		__pycache__
savednet		savednet
training_data		training_data
.DS_Store		.DS_Store
LICENSE		LICENSE
NODE.ipynb		NODE.ipynb
NODE_fns.py		NODE_fns.py
README		README
Synthetic_data.ipynb		Synthetic_data.ipynb
csv_to_npy.ipynb		csv_to_npy.ipynb
fig_ODE_mapping.ipynb		fig_ODE_mapping.ipynb
fig_ODE_mapping_anim.ipynb		fig_ODE_mapping_anim.ipynb
fig_P12AC1.ipynb		fig_P12AC1.ipynb
fig_convexity.ipynb		fig_convexity.ipynb
fig_exp2.ipynb		fig_exp2.ipynb
fig_input_space.ipynb		fig_input_space.ipynb
fig_synthetic.ipynb		fig_synthetic.ipynb
material_models.py		material_models.py
table_80-20.ipynb		table_80-20.ipynb

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

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