somdattagoswami / DEM-PhaseFieldLinks
Adaptive phase field modeling of fracture using deep energy minimization.
☆34Updated 4 years ago
Alternatives and similar repositories for DEM-PhaseField
Users that are interested in DEM-PhaseField are comparing it to the libraries listed below
Sorting:
- ☆59Updated 2 years ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆44Updated last year
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆69Updated 5 months ago
- Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.☆53Updated 4 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆25Updated 2 years ago
- ☆46Updated last year
- Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material proper…☆23Updated 2 years ago
- Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites☆12Updated 3 years ago
- Comsol Multiphysics implementation of phase-field cohesive zone models for fracture in various multi-physics problems☆72Updated 4 years ago
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆13Updated last year
- Phase Field Fracture modelling in COMSOL☆27Updated 3 years ago
- ☆23Updated last year
- ☆35Updated 4 years ago
- This repo contains matlab code for multiscale finite element method☆54Updated 7 years ago
- FEniCS implementation: a phase field model for cohesive fracture in micropolar continua☆29Updated 5 years ago
- A parallel multi-scale FE2 code based on COMSOL Multi-physics and MATLAB☆23Updated 4 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆25Updated 2 years ago
- Linear elastic analysis of heterogeneous materials and structures with the Extended Multiscale Finite Element Method (EMsFEM)☆24Updated 5 months ago
- Physics Informed Neural Networks To Solve Problems In Solid Mechanics☆15Updated 2 years ago
- Neural Network Approach for Data-Driven Constitutive Modeling☆42Updated 3 years ago
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆24Updated 4 years ago
- Implementation of a ResUNet-based DeepONet for predicting stress distribution on variable input geometries subject to variable loads. A R…☆19Updated 2 years ago
- Application of Graph Neural Networks to predict material properties from their microstructures.☆19Updated 11 months ago
- IGAFrac (short for Isogeometric Analysis of Fracture) is a MATLAB code for fracture simulation.☆27Updated 3 years ago
- Physics-guided neural network framework for elastic plates☆47Updated 3 years ago
- ☆24Updated last year
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆21Updated 6 months ago
- # XFEM_Fracture2D ### Description This is a Matlab program that can be used to solve fracture problems involving arbitrary multiple cr…☆55Updated 3 years ago
- CRATE: Accurate and efficient clustering-based nonlinear analysis of heterogeneous materials through computational homogenization☆41Updated 4 months ago
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆12Updated 4 years ago