pantale / ANN-FEAD-2021Links
Scripts for the ANN publication submited to FEAD 2021
☆14Updated 4 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:
- ☆59Updated 2 years ago
- Automated representative volume element simulator via abaqus for material constitutive law discovery☆30Updated last month
- ☆30Updated last year
- Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material proper…☆23Updated 2 years ago
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆12Updated 4 years ago
- 这是一个基于 Python 有限元理论,算法与应用的仓库☆14Updated 6 years ago
- Generates an Abaqus simulation batch describing a cracked half-plane, and outputs the J-integral☆23Updated 8 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆25Updated 2 years ago
- # XFEM_Fracture2D ### Description This is a Matlab program that can be used to solve fracture problems involving arbitrary multiple cr…☆56Updated 3 years ago
- A repository to deform a material under multiple loading conditions:monotonic, cyclic.☆37Updated last year
- Numerical impementation of the Gurson model with GTN modification.☆41Updated 5 years ago
- Example of an Abaqus UMAT Subroutine written in C++☆27Updated 5 years ago
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆19Updated 10 months ago
- This is a nonlinear elastic constitutive model(Duncan-CHANG EB) UMAT widely used in the field of geotechnical engineering. It can be used…☆26Updated 3 years ago
- ☆43Updated 5 years ago
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆26Updated 4 years ago
- Predicting Thermal Fields in AdditiveManufacturing by FEM simulations andMachine Learning☆65Updated 4 years ago
- Adaptive phase field modeling of fracture using deep energy minimization.☆36Updated 4 years ago
- FEM enhanced neural network☆20Updated 3 years ago
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆19Updated last month
- A monte carlo simulation for the performance of composite laminate plates with stochastic material properties.☆13Updated 5 years ago
- Abaqus UMAT subroutine for a large family of finite viscoelasticity models☆20Updated last year
- This repo contains matlab code for multiscale finite element method☆54Updated 7 years ago
- ☆31Updated 4 years ago
- An implementation of a UMAT on ABAQUS for aging viscoelastic materials☆20Updated 5 years ago
- A phase-field model for brittle fracture is implemented in the commercial finite element software Abaqus by means of UEL subroutines. The…☆39Updated 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…☆19Updated 3 years ago
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆13Updated last year
- The conventional theory of mechanism-based strain gradient plasticity is realized via ANSYS user programmable features for USERMAT subrou…☆10Updated last year
- Computational framework to implement an artificial neural network based constitutive model in Abaqus for mesh coarsening☆52Updated 7 years ago