timnajuch / LAMMPS-LBM-PSMLinks
☆13Updated last year
Alternatives and similar repositories for LAMMPS-LBM-PSM
Users that are interested in LAMMPS-LBM-PSM are comparing it to the libraries listed below
Sorting:
- A Python interface for Set Voronoi Tessellation☆21Updated 9 months ago
- Thermodynamics-based Artificial Neural Networks☆25Updated 2 years ago
- mechanoChemML library☆17Updated 2 years ago
- Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites☆12Updated 2 years ago
- Rheology-informed Machine Learning Projects☆18Updated last year
- The MultiScale Network for hierarchical regression (MS-Net) performs 3D regression based on a hierarchical principle: coarse inputs provi…☆20Updated 2 years ago
- ☆28Updated 2 years ago
- Graph neural networks for stress and strain fields prediction☆51Updated 2 years ago
- Implementation of a ResUNet-based DeepONet for predicting stress distribution on variable input geometries subject to variable loads. A R…☆13Updated last year
- Phase Field Fracture modelling in COMSOL☆25Updated 3 years ago
- Microstructure generator.☆20Updated last month
- Adaptive phase field modeling of fracture using deep energy minimization.☆32Updated 4 years ago
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆10Updated 9 months ago
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆37Updated 3 months ago
- Code for 'Physics-Informed Neural Networks for Shell Structures'☆38Updated 9 months ago
- UMAT4COMSOL: An Abaqus user material (UMAT) subroutine wrapper for COMSOL☆30Updated 4 months ago
- Grain growth in polycrystal, described by multi-phase field model, implemented by cross-platform parallel (CPU/GPU) computing language of…☆42Updated 2 years ago
- LIGGGHTS-INL is a capability-extended adaptation of the LIGGGHTS Open Source Discrete Element Method (DEM) Particle Simulation Software b…☆49Updated last year
- Phase-field code in MATLAB to solve the phase-field model of Fan & Chen for Grain Growth phenomena in 2D☆25Updated 4 years ago
- ☆29Updated 2 years ago
- A short tutorial on phase field models.☆27Updated 3 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆20Updated 2 years ago
- A DEM toolkit for rapid simulation & quantitative analysis of granular systems☆76Updated last year
- Application of Graph Neural Networks to predict material properties from their microstructures.☆16Updated 6 months ago
- A python script to solve the Cahn-Hilliard equation using an implicit pseudospectral method☆44Updated 10 months ago
- MATLAB and Python code for generating 2D and 3D synthetic polycrystalline microstructures using Laguerre tessellations.☆15Updated 2 months ago
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆11Updated 3 years ago
- LIGGGHTS tutorials used in the DEM course 20/21at JKU☆18Updated 4 years ago
- Density-based topology optimization via the deep energy method☆10Updated 2 years ago
- FANS: an open-source, efficient, and parallel FFT-based homogenization solver designed to solve microscale multiphysics problems.☆17Updated last week