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CANN
CANN PublicForked from LivingMatterLab/CANN
When using, please cite "A new family of Constitutive Artificial Neural Networks towards automated model discovery", CMAME, https://doi.org/10.1016/j.cma.2022.115731 and the relevant other papers f…
Jupyter Notebook
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EUCLID-plasticity
EUCLID-plasticity PublicForked from EUCLID-code/EUCLID-plasticity
Code for "Discovering plasticity models without stress data" (npj Computational Materials, 2022) and "Automated discovery of generalized standard material models with EUCLID" (Computer Methods in A…
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PINNs
PINNs PublicForked from maziarraissi/PINNs
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
Python
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vCANN_FEM
vCANN_FEM PublicForked from KianAbd/vCANN_FEM
Thermodynamically consistent viscoelastic constitutive artificial neural networks: automating the pipeline from experimental data to finite element simulations
Jupyter Notebook
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vCANN
vCANN PublicForked from ConstitutiveANN/vCANN
Viscoelastic Constitutive Artificial Neural Networks (vCANNs) - A framework for data-driven anisotropic nonlinear finite viscoelasticity
Python
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