pantale / ANN-FEAD-2021Links
Scripts for the ANN publication submited to FEAD 2021
☆13Updated 3 years ago
Alternatives and similar repositories for ANN-FEAD-2021
Users that are interested in ANN-FEAD-2021 are comparing it to the libraries listed below
Sorting:
- ☆53Updated 2 years ago
- Automated representative volume element simulator via abaqus for material constitutive law discovery☆21Updated 3 weeks ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆25Updated 2 years ago
- A repository to deform a material under multiple loading conditions:monotonic, cyclic.☆31Updated last year
- ☆37Updated 5 years ago
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆23Updated 3 years ago
- A phase-field model for brittle fracture is implemented in the commercial finite element software Abaqus by means of UEL subroutines. The…☆27Updated 3 years ago
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆18Updated last month
- Multiscale Modeling☆42Updated 6 years ago
- An implementation of a UMAT on ABAQUS for aging viscoelastic materials☆18Updated 4 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
- Abaqus UMAT subroutine for a large family of finite viscoelasticity models☆17Updated last year
- Optimal calibration of continuum cyclic constitutive model using Particle Swarm Optimization☆16Updated 7 years ago
- Computational framework to implement an artificial neural network based constitutive model in Abaqus for mesh coarsening☆49Updated 6 years ago
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆16Updated 3 months ago
- Implementation of a new hybrid machine learning technique for multi-fidelity surrogates of finite elements models with applications in mu…☆12Updated last year
- Numerical impementation of the Gurson model with GTN modification.☆37Updated 5 years ago
- UMAT subroutine for Abaqus where all of MML works are included. Enjoy!☆44Updated last year
- Code of the publication "Physics informed neural networks for continuum micromechanics" published in https://doi.org/10.1016/j.cma.2022.1…☆16Updated 2 years ago
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆11Updated 3 years ago
- Abaqus/Standard user element subroutine (UEL) for hyperelastic materials in total Lagrangian framework using standard displacement formul…☆15Updated last week
- An Abaqus framework based on user materials (Umat and Umatht) for multi-field problems. A thermo-mechanically coupled gradient-enhanced d…☆21Updated 6 months ago
- A monte carlo simulation for the performance of composite laminate plates with stochastic material properties.☆13Updated 5 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆20Updated 2 years ago
- Simple implementation of localizing gradient damage model in ABAQUS☆21Updated 2 years ago
- ☆21Updated 8 months ago
- Cohesive elements in Abaqus UMAT☆37Updated 4 years ago
- Open-source code for phase field modelling of Composite Materials☆24Updated last year
- This repository contains scripts for the batch generation of polycrystalline RVE models and finite element analysis operations. These scr…☆19Updated 2 months ago
- This library has a lot of Fortran Routines for model implicit material constitutive behavior. There are implementation of Neo-Hooken, Odg…☆24Updated 8 years ago