meghbali / ANNElastoplasticityLinks
Neural Network Approach for Elastoplastic Constitutive Modeling
☆25Updated 2 years ago
Alternatives and similar repositories for ANNElastoplasticity
Users that are interested in ANNElastoplasticity are comparing it to the libraries listed below
Sorting:
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆24Updated 4 years ago
- ☆58Updated 2 years ago
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆11Updated 4 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆24Updated 2 years ago
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆13Updated last year
- This is a nonlinear elastic constitutive model(Duncan-CHANG EB) UMAT widely used in the field of geotechnical engineering. It can be used…☆24Updated 2 years ago
- A phase-field model for brittle fracture is implemented in the commercial finite element software Abaqus by means of UEL subroutines. The…☆31Updated 3 years ago
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆18Updated 4 months ago
- An implementation of a UMAT on ABAQUS for aging viscoelastic materials☆19Updated 5 years ago
- Computational framework to implement an artificial neural network based constitutive model in Abaqus for mesh coarsening☆52Updated 6 years ago
- This library has a lot of Fortran Routines for model implicit material constitutive behavior. There are implementation of Neo-Hooken, Odg…☆25Updated 8 years ago
- Automated representative volume element simulator via abaqus for material constitutive law discovery☆26Updated 3 months ago
- Abaqus/Standard user element subroutine (UEL) for hyperelastic materials in total Lagrangian framework using standard displacement formul…☆19Updated 2 months ago
- Numerical impementation of the Gurson model with GTN modification.☆38Updated 5 years ago
- A repository to deform a material under multiple loading conditions:monotonic, cyclic.☆35Updated last year
- Abaqus UMAT subroutine for a large family of finite viscoelasticity models☆20Updated last year
- Optimal calibration of continuum cyclic constitutive model using Particle Swarm Optimization☆16Updated 7 years ago
- A preprocessor for finite element analysis using Matlab, which imports model information from Abaqus *.inp files.☆27Updated 4 years ago
- ☆21Updated 3 years ago
- Linear elastic analysis of heterogeneous materials and structures with the Extended Multiscale Finite Element Method (EMsFEM)☆22Updated 3 months ago
- The source file of the implementation of ABAQUS polyhedral user element based on the scaled boundary finite element method (SBFEM).☆33Updated 4 years ago
- User Material Model Implementation (UMAT) based on Finite Viscoelasticity Theory for Hydrogels in Abaqus☆38Updated 7 months ago
- Matlab code performing the finite element simulation of an electrolyte contained within a phase-field representation of cracks. A novel d…☆15Updated 2 years ago
- An Abaqus framework based on user materials (Umat and Umatht) for multi-field problems. A thermo-mechanically coupled gradient-enhanced d…☆22Updated 9 months ago
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆67Updated 4 months ago
- Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.☆52Updated 4 years ago
- Multiscale Modeling☆42Updated 6 years ago
- ☆42Updated last year
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆17Updated 5 months ago
- ☆41Updated 5 years ago