zhenguonie / 2020_StressGAN
☆22Updated 4 years ago
Alternatives and similar repositories for 2020_StressGAN:
Users that are interested in 2020_StressGAN are comparing it to the libraries listed below
- ☆51Updated 2 years ago
- TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain☆43Updated 3 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆20Updated 2 years ago
- Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.☆49Updated 4 years ago
- ☆33Updated 3 years ago
- Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks☆31Updated 5 years ago
- Linear elastic analysis of heterogeneous materials and structures with the Extended Multiscale Finite Element Method (EMsFEM)☆19Updated 3 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆25Updated last year
- Adaptive phase field modeling of fracture using deep energy minimization.☆32Updated 4 years ago
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆59Updated 3 years ago
- This repo contains matlab code for multiscale finite element method☆47Updated 6 years ago
- ☆16Updated 5 years ago
- A deep learning approach to estimate stress distribution: a fast and accurate surrogate of finite-element analysis☆27Updated 6 years ago
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆18Updated 9 months ago
- A Machine Learning approach to Finite Element Methods, using U-Net inspired architectures.☆28Updated 5 years ago
- Density-based topology optimization via the deep energy method☆10Updated 2 years ago
- Direct Mesh-free Topology Optimization using Neural Networks☆18Updated last year
- Meshless methods for Computational Mechanics☆17Updated 3 years ago
- IH-GAN, data generation, and topology optimization code associated with our accepted CMAME 2022 paper: "IH-GAN: A Conditional Generative …☆23Updated 2 years ago
- A parallel multi-scale FE2 code based on COMSOL Multi-physics and MATLAB☆17Updated 4 years ago
- ☆39Updated last year
- IGAFrac (short for Isogeometric Analysis of Fracture) is a MATLAB code for fracture simulation.☆25Updated 2 years ago
- A 3D multsicale topology optimization code using surrogate models of lattice microscale response☆38Updated 5 years ago
- This package implements NURBS-based IsoGeometric Analysis (IGA) and is released freely for education and research purposes. These codes a…☆42Updated 5 years ago
- This repository contains matlab source code for material point methods with the option of performing elastic, elasto-plastic or brittle f…☆20Updated 3 years ago
- Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials☆26Updated 4 years ago
- Standard Material Point Method 2D code for beginners☆14Updated 3 years ago
- Point-cloud deep learning for prediction of fluid flow fields on irregular geometries (supervised learning)☆27Updated last week
- Python package for phase field modeling of fracture in brittle materials☆32Updated 4 years ago
- Fast MATLAB assembly of elastoplastic FEM matrices in 2D and 3D☆49Updated 5 years ago