filippo-masi / TANN-multiscaleLinks
Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)
☆12Updated 11 months ago
Alternatives and similar repositories for TANN-multiscale
Users that are interested in TANN-multiscale are comparing it to the libraries listed below
Sorting:
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆11Updated 3 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆25Updated 2 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆23Updated 2 years ago
- ☆21Updated 10 months ago
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆24Updated 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…☆23Updated 2 years ago
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆18Updated 2 months ago
- ☆55Updated 2 years ago
- Phase Field Fracture modelling in COMSOL☆26Updated 3 years ago
- Implementation of a ResUNet-based DeepONet for predicting stress distribution on variable input geometries subject to variable loads. A R…☆14Updated 2 years ago
- An implementation of a UMAT on ABAQUS for aging viscoelastic materials☆19Updated 4 years ago
- This is the supporting material for the tutorial on fibre based hyperelasticity using a local coordinate basis in Abaqus☆19Updated 5 years ago
- IGAFrac (short for Isogeometric Analysis of Fracture) is a MATLAB code for fracture simulation.☆27Updated 3 years ago
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆66Updated 2 months ago
- Abaqus UMAT subroutine for a large family of finite viscoelasticity models☆19Updated last year
- A program for solving nonlinear boundary value problems in solid mechanics with nonlinear material behaviour and large deformation.☆10Updated 2 years ago
- Linear elastic analysis of heterogeneous materials and structures with the Extended Multiscale Finite Element Method (EMsFEM)☆20Updated 2 months ago
- Abaqus/Standard user element subroutine (UEL) for hyperelastic materials in total Lagrangian framework using standard displacement formul…☆17Updated last month
- User Material Model Implementation (UMAT) based on Finite Viscoelasticity Theory for Hydrogels in Abaqus☆36Updated 6 months ago
- Adaptive phase field modeling of fracture using deep energy minimization.☆34Updated 4 years ago
- virtual element method for space-time dynamic analysis☆10Updated 4 months ago
- A umat descripts viscoelastic characteristic of material for abaqus. This umat aimed at reproducing the viscoelastic simulation of abaqus…☆22Updated 6 years ago
- A phase-field model for brittle fracture is implemented in the commercial finite element software Abaqus by means of UEL subroutines. The…☆29Updated 3 years ago
- Automated representative volume element simulator via abaqus for material constitutive law discovery☆23Updated 2 months ago
- This repo contains matlab code for multiscale finite element method☆52Updated 6 years ago
- A monte carlo simulation for the performance of composite laminate plates with stochastic material properties.☆13Updated 5 years ago
- This repository is regrding the model presented in the following journal paper.This paper presents a comprehensive study on phase-field m…☆14Updated last year
- ☆12Updated last year
- Tutorials and exercises for learning to use FEniCS [Website under construction]☆9Updated 4 months ago
- Physics Informed Neural Networks To Solve Problems In Solid Mechanics☆12Updated last year