victorich79

victorich79's Stars

• lululxvi/deepxde

  A library for scientific machine learning and physics-informed learning

  Language:Python2.8k55791762

• AndreWeiner/ml-cfd-lecture

  Lecture material for machine learning applied to computational fluid mechanics

  Language:Jupyter Notebook3392142115

• ehsanhaghighat/sciann

  Deep learning for Engineers - Physics Informed Deep Learning

  Language:Python3281181116

• ehsanhaghighat/sciann-applications

  A place to share problems solved with SciANN

  Language:Jupyter Notebook2581019132

• ammarkh95/ABAQUS_PDALAC

  Development of the Failure Criteria for Composites using ABAQUS Subroutines (UMAT/VUMAT)

  Language:Fortran1494251

• nasa/CompDam_DGD

  Language:Fortran11829959

• JinshuaiBai/PINN_Comp_Mech

  PINN program for computational mechanics

  Language:Python915224

• tdegeus/GooseFFT

  Micro mechanical computations with an FFT-based method

  Language:Python477521

• hyoungsuksuh/ABAQUS_NN

  Language:Python445014

• 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 from this repo

  Language:Jupyter Notebook404118

• mimesis-inria/DeepPhysX

  Interfacing AI with numerical simulation.

  Language:Python386137

• danpak94/Deep-Cardiac-Volumetric-Mesh

  Language:Python36126

• sheadan/DeepGreen

  DeepGreen network written in Tensorflow 2

  Language:Jupyter Notebook305014

• EndritPJ/CFD_Machine_Learning

  Language:Jupyter Notebook26113

• farazarbabi/CNN_FEM

  In this project I use the generated dataset of stress analysis results of FVM method to train a Convolutional Neural Netwrok (CNN) model and predict stress distribution over the plate for uncalculated forces.

  Language:Python242110

• Aero-tomato/SMA-UMAT

  A user-defined material subroutine for polycrystalline shape memory alloys under large deformations

  Language:Fortran211315

• InstituteOfMechanics/Thermomechanical_Gradient_Enhanced_Damage_UMAT

  An Abaqus framework based on user materials (Umat and Umatht) for multi-field problems. A thermo-mechanically coupled gradient-enhanced damage model is implemented.

  Language:Fortran16103

• LallyLabTCD/localBasisAbaqus

  This is the supporting material for the tutorial on fibre based hyperelasticity using a local coordinate basis in Abaqus

  Language:Fortran16309

• luisez1988/Viscoplastic-SSMC

  A viscoplastic strain-softening Mohr-Coulomb UMAT

  Language:Fortran15205

• GuangC-iScience/rnn-viscoelasticity

  Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity

  Language:Python14202

• liangbright/pytorch_fea

  Language:Python11200

• shayansss/hml

  Implementation of a new hybrid machine learning technique for multi-fidelity surrogates of finite elements models with applications in multi-physics modeling of soft tissues.

  Language:Jupyter Notebook11212

• victorlefevre/UHYPER_Shrimali_Lefevre_Lopez-Pamies

  This ABAQUS UHYPER subroutine implements the hyperelastic energy density derived in Journal of the Mechanics and Physics of Solids 122 (2019), 364–380 for the macroscopic elastic response of non-Gaussian elastomers weakened by an isotropic and non-percolative distribution of equiaxed pores. This result is valid for any choice of I1-based incompressible energy density characterizing the non-Gaussian isotropic elastic response of the underlying elastomer. The present subroutine is implemented for the choice of strain energy density proposed in Comptes Rendus Mecanique 338 (2010), 3–11.

  Language:Fortran9104

• filippo-masi/TANN-multiscale

  Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)

  Language:Python8202

• liangbright/DNN_FEM_Integration

  Language:Python8201

• saeedmhz/MultiRes-WNet

  Language:Python7101

• ehsanhaghighat/sciann-website

  Documentation for SciANN

  Language:HTML5301

• IsmailBerkeCam/CFD-AI

  CFD Aneurysm Predictions With NN

  Language:Jupyter Notebook3100

• liangbright/pytorch_fea_paper

  Language:Python3200

• tdegeus/GMatElastoPlasticFiniteStrainSimo

  Simo elasto-plastic model

  Language:C++13101