somdattagoswami / DEM-PhaseField
Adaptive phase field modeling of fracture using deep energy minimization.
☆31Updated 3 years ago
Alternatives and similar repositories for DEM-PhaseField:
Users that are interested in DEM-PhaseField are comparing it to the libraries listed below
- Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.☆49Updated 3 years ago
- ☆49Updated last year
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆54Updated 3 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆18Updated 2 years ago
- Code for 'Physics-Informed Neural Networks for Shell Structures'☆35Updated 7 months ago
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆18Updated 8 months ago
- Comsol Multiphysics implementation of phase-field cohesive zone models for fracture in various multi-physics problems☆53Updated 3 years ago
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆25Updated 2 weeks ago
- ☆39Updated last year
- Thermodynamics-based Artificial Neural Networks☆24Updated last year
- ☆18Updated last year
- Phase Field Fracture modelling in COMSOL☆22Updated 3 years ago
- This repo contains matlab code for multiscale finite element method☆47Updated 6 years ago
- Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites☆12Updated 2 years ago
- Automated representative volume element simulator via abaqus for material constitutive law discovery☆20Updated last month
- This repository includes the implementation of the Physics Informed Neural Network and The Deep Energy Method on 1D, 2D boundary value an…☆15Updated 2 years ago
- FEniCS implementation: a phase field model for cohesive fracture in micropolar continua☆25Updated 5 years ago
- Physics-informed neural networks for identifying material properties in solid mechanics☆16Updated last year
- ☆19Updated 5 months ago
- A parallel multi-scale FE2 code based on COMSOL Multi-physics and MATLAB☆16Updated 4 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆25Updated last year
- ☆27Updated 2 years ago
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆10Updated 6 months ago
- A bond-based peridynamics code written in pure Python☆13Updated last month
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆23Updated 3 years ago
- Physics-guided neural network framework for elastic plates☆36Updated 2 years ago
- Code for the paper: Phase-Field Finite Deformation Fracture with an Effective Energy for Regularized Cracks.☆12Updated 10 months ago
- Neural Network Approach for Data-Driven Constitutive Modeling☆40Updated 3 years ago
- A discrete element method (DEM) code for modeling the deposition of powder particles, specifically for additive manufacturing (AM)☆13Updated 3 years ago
- A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations☆28Updated 3 years ago