zhenguonie / 2020_StressGAN
☆21Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for 2020_StressGAN
- ☆42Updated last year
- Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.☆44Updated 3 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆16Updated last year
- ☆30Updated 3 years ago
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆51Updated 2 years ago
- Adaptive phase field modeling of fracture using deep energy minimization.☆30Updated 3 years ago
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆18Updated 4 months ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆24Updated last year
- Linear elastic analysis of heterogeneous materials and structures with the Extended Multiscale Finite Element Method (EMsFEM)☆17Updated 3 years ago
- ☆37Updated 11 months ago
- Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks☆28Updated 4 years ago
- TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain☆37Updated 3 years ago
- Physics-informed neural networks for identifying material properties in solid mechanics☆14Updated last year
- This repo contains matlab code for multiscale finite element method☆45Updated 6 years ago
- Point-cloud deep learning for prediction of fluid flow fields on irregular geometries (supervised learning)☆25Updated 3 months ago
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆20Updated 3 years ago
- User Material Model Implementation (UMAT) based on Finite Viscoelasticity Theory for Hydrogels in Abaqus☆22Updated 6 months ago
- Code for 'Physics-Informed Neural Networks for Shell Structures'☆30Updated 3 months ago
- Comsol Multiphysics implementation of phase-field cohesive zone models for fracture in various multi-physics problems☆47Updated 3 years ago
- Course repository for nonlinear finite element analsis☆12Updated last year
- Python package for phase field modeling of fracture in brittle materials☆26Updated 3 years ago
- Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites☆10Updated 2 years ago
- ABAQUS Subroutine for functionally graded material☆11Updated 2 years ago
- Computational framework to implement an artificial neural network based constitutive model in Abaqus for mesh coarsening☆46Updated 5 years ago
- Concurrent topology optimization of multiscale composite structures in Matlab☆45Updated 4 years ago
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆11Updated 3 years ago
- ☆16Updated 9 months ago
- A phase-field model for brittle fracture is implemented in the commercial finite element software Abaqus by means of UEL subroutines. The…☆20Updated 2 years ago
- Physics-informed graph neural network (GNN) emulation of soft-tissue mechanics☆22Updated 6 months ago
- A monte carlo simulation for the performance of composite laminate plates with stochastic material properties.☆11Updated 4 years ago