meghbali / ANNElastoplasticity
Neural Network Approach for Elastoplastic Constitutive Modeling
☆25Updated last year
Alternatives and similar repositories for ANNElastoplasticity:
Users that are interested in ANNElastoplasticity are comparing it to the libraries listed below
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆23Updated 3 years ago
- Computational framework to implement an artificial neural network based constitutive model in Abaqus for mesh coarsening☆48Updated 6 years ago
- ☆49Updated last year
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆19Updated 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
- Automated representative volume element simulator via abaqus for material constitutive law discovery☆20Updated last month
- Neural Network (NN) based anisotropic material model with an Abaqus UMAT implementation☆12Updated 2 years ago
- Optimal calibration of continuum cyclic constitutive model using Particle Swarm Optimization☆16Updated 7 years ago
- ☆19Updated 2 years ago
- This library has a lot of Fortran Routines for model implicit material constitutive behavior. There are implementation of Neo-Hooken, Odg…☆24Updated 7 years 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
- An implementation of a UMAT on ABAQUS for aging viscoelastic materials☆18Updated 4 years ago
- Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.☆49Updated 4 years ago
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆18Updated 9 months ago
- A repository to deform a material under multiple loading conditions:monotonic, cyclic.☆31Updated 10 months ago
- User Material Model Implementation (UMAT) based on Finite Viscoelasticity Theory for Hydrogels in Abaqus☆28Updated 2 months 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…☆13Updated last week
- The source file of the implementation of ABAQUS polyhedral user element based on the scaled boundary finite element method (SBFEM).☆31Updated 4 years ago
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆16Updated 3 weeks ago
- Abaqus UMAT subroutine for a large family of finite viscoelasticity models☆17Updated last year
- Implementation of a new hybrid machine learning technique for multi-fidelity surrogates of finite elements models with applications in mu…☆12Updated last year
- Developed a finite deformation VUMAT in Fortran to implement von-Mises plasticity for an elastic-isotropic hardening material and then va…☆16Updated 3 years ago
- ☆35Updated 4 years ago
- A preprocessor for finite element analysis using Matlab, which imports model information from Abaqus *.inp files.☆26Updated 4 years ago
- Code for the paper: Phase-Field Finite Deformation Fracture with an Effective Energy for Regularized Cracks.☆13Updated 11 months ago
- A viscoplastic strain-softening Mohr-Coulomb UMAT☆15Updated 3 years ago
- Linear elastic analysis of heterogeneous materials and structures with the Extended Multiscale Finite Element Method (EMsFEM)☆19Updated 3 years ago
- An Abaqus framework based on user materials (Umat and Umatht) for multi-field problems. A thermo-mechanically coupled gradient-enhanced d…☆20Updated 4 months ago
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆10Updated 7 months ago