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Vahidullah Tac's Projects

anisotropic_nn_umat icon anisotropic_nn_umat

Neural Network (NN) based anisotropic material model with an Abaqus UMAT implementation

hypermodelcomp icon hypermodelcomp

Benchmarking physics-constrained data-driven models of hyperelasticity against rubber and soft tissue datasets

jax-fem icon jax-fem

Differentiable Finite Element Method with JAX

node icon node

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

node_inv icon node_inv

Physics-Guided Identification of Data-Driven Hyperelastic Material Parameters from Full-Field Deformation Data

node_v2 icon node_v2

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

nvisco icon nvisco

Anisotropic Finite Viscoelasticity with Neural ODEs

uyouenhanced icon uyouenhanced

uYouEnhanced is an expanded version of uYou+ (made by @qnblackcat) with additional features and mainly made for non jailbroken users!

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