timnajuch / LAMMPS-LBM-PSMLinks
☆16Updated 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:
- FANS: an open-source, efficient, and parallel FFT-based homogenization solver designed to solve microscale multiphysics problems.☆18Updated this week
- Rheology-informed Machine Learning Projects☆21Updated last year
- Prediction and control of fracture paths in disordered architected materials using graph neural networks☆12Updated 2 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
- Thermodynamics-based Artificial Neural Networks☆30Updated 2 years ago
- Density-based topology optimization via the deep energy method☆15Updated 2 years ago
- DeepGreen network written in Tensorflow 2☆30Updated 4 years ago
- A Python interface for Set Voronoi Tessellation☆21Updated last year
- Graph neural networks for stress and strain fields prediction☆55Updated 2 years ago
- mechanoChemML library☆17Updated 3 months ago
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆13Updated last year
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆57Updated last month
- Application of Graph Neural Networks to predict material properties from their microstructures.☆18Updated 11 months ago
- Adaptive phase field modeling of fracture using deep energy minimization.☆34Updated 4 years ago
- ☆14Updated last year
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆12Updated 4 years ago
- Grain growth in polycrystal, described by multi-phase field model, implemented by cross-platform parallel (CPU/GPU) computing language of…☆48Updated 3 years ago
- Phase Field Fracture modelling in COMSOL☆26Updated 3 years ago
- Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites☆12Updated 2 years ago
- Abaqus/Standard user element subroutine (UEL) for small strain isotropic linear elastostatics using standard displacement formulation.☆16Updated 4 months ago
- ☆31Updated 3 years ago
- ☆32Updated 3 years ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆44Updated last year
- UMAT4COMSOL: An Abaqus user material (UMAT) subroutine wrapper for COMSOL☆33Updated 9 months ago
- ☆14Updated 4 years ago
- A novel DeepONet architecture that is specifically designed for generating predictions on different 3D geometries discretized by differen…☆21Updated last year
- A python script to solve the Cahn-Hilliard equation using an implicit pseudospectral method☆50Updated last year
- ☆11Updated 2 years ago
- Microstructure Modeling and Simulation. Generate microstructures using site-saturation condition, and simulate grain growth using Monte C…☆18Updated 11 months ago
- Implementation of 'Inverting the structure-property map of truss metamaterials via deep learning' (PNAS)☆29Updated last year