hyoungsuksuh / ABAQUS_NN
☆49Updated last year
Alternatives and similar repositories for ABAQUS_NN:
Users that are interested in ABAQUS_NN are comparing it to the libraries listed below
- Automated representative volume element simulator via abaqus for material constitutive law discovery☆20Updated last month
- Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.☆49Updated 3 years ago
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆18Updated 8 months ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆25Updated last year
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆23Updated 3 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆18Updated 2 years ago
- This is a nonlinear elastic constitutive model(Duncan-CHANG EB) UMAT widely used in the field of geotechnical engineering. It can be used…☆21Updated 2 years ago
- ☆38Updated last year
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆54Updated 3 years ago
- Multiscale Modeling☆41Updated 5 years ago
- Example of an Abaqus UMAT Subroutine written in C++☆22Updated 4 years ago
- Adaptive phase field modeling of fracture using deep energy minimization.☆31Updated 3 years ago
- Code of the publication "Physics informed neural networks for continuum micromechanics" published in https://doi.org/10.1016/j.cma.2022.1…☆13Updated 2 years ago
- User Material Model Implementation (UMAT) based on Finite Viscoelasticity Theory for Hydrogels in Abaqus☆28Updated last month
- ☆19Updated 5 months ago
- A phase-field model for brittle fracture is implemented in the commercial finite element software Abaqus by means of UEL subroutines. The…☆25Updated 2 years ago
- Comsol Multiphysics implementation of phase-field cohesive zone models for fracture in various multi-physics problems☆53Updated 3 years ago
- This repo contains matlab code for multiscale finite element method☆47Updated 6 years ago
- A repository to deform a material under multiple loading conditions:monotonic, cyclic.☆31Updated 10 months ago
- An implementation of a UMAT on ABAQUS for aging viscoelastic materials☆18Updated 4 years ago
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆25Updated 2 weeks ago
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆11Updated 3 years ago
- Thermodynamics-based Artificial Neural Networks☆24Updated last year
- Computational framework to implement an artificial neural network based constitutive model in Abaqus for mesh coarsening☆48Updated 6 years ago
- FEniCS implementation: a phase field model for cohesive fracture in micropolar continua☆25Updated 5 years ago
- UMAT4COMSOL: An Abaqus user material (UMAT) subroutine wrapper for COMSOL☆30Updated 2 months ago
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆10Updated 6 months ago
- This is the supporting material for the tutorial on fibre based hyperelasticity using a local coordinate basis in Abaqus☆19Updated 5 years ago
- ☆18Updated last year