GuangC-iScience / rnn-viscoelasticity
Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity
☆13Updated 3 years ago
Related projects: ⓘ
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆18Updated 3 years ago
- Optimal calibration of continuum cyclic constitutive model using Particle Swarm Optimization☆13Updated 6 years ago
- A viscoplastic strain-softening Mohr-Coulomb UMAT☆13Updated 3 years ago
- ☆38Updated last year
- An implementation of a UMAT on ABAQUS for aging viscoelastic materials☆16Updated 4 years ago
- ☆11Updated 4 years ago
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆11Updated 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…☆19Updated 2 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆21Updated last year
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆18Updated 2 months ago
- A repository to deform a material under multiple loading conditions:monotonic, cyclic.☆25Updated 4 months ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆16Updated last year
- Mohr Coulomb Model☆13Updated 3 years ago
- Multiscale Modeling☆39Updated 5 years ago
- Implementation of a new hybrid machine learning technique for multi-fidelity surrogates of finite elements models with applications in mu…☆11Updated 7 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…☆13Updated last year
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆8Updated 3 weeks ago
- ☆37Updated 9 months ago
- Automated representative volume element simulator via abaqus for material constitutive law discovery☆12Updated last month
- Abaqus UMAT for DSID model using return mapping (cutting plane) algorithm☆12Updated 6 years ago
- This is to detect the crack tip and the Stress Intensity Factor (SIF) from a displacement field during the fracture. The displacement is …☆10Updated 4 years ago
- This library has a lot of Fortran Routines for model implicit material constitutive behavior. There are implementation of Neo-Hooken, Odg…☆19Updated 7 years ago
- Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.☆41Updated 3 years ago
- ☆14Updated last year
- Computational framework to implement an artificial neural network based constitutive model in Abaqus for mesh coarsening☆43Updated 5 years ago
- Code for the paper: Phase-Field Finite Deformation Fracture with an Effective Energy for Regularized Cracks.☆11Updated 4 months ago
- Developed a finite deformation VUMAT in Fortran to implement von-Mises plasticity for an elastic-isotropic hardening material and then va…☆12Updated 3 years ago
- Example of an Abaqus UMAT Subroutine written in C++☆21Updated 3 years ago
- ☆29Updated 4 years ago
- An Abaqus framework based on user materials (Umat and Umatht) for multi-field problems. A thermo-mechanically coupled gradient-enhanced d…☆13Updated 6 months ago