mdai26 / PGNN
Polycrystal Graph Neural Network
☆15Updated last year
Alternatives and similar repositories for PGNN:
Users that are interested in PGNN are comparing it to the libraries listed below
- Graph-based Deep Learning of Polycrystals☆17Updated 2 years ago
- Python Jupyter notebooks for visualizing dislocation related stresses, strains and forces☆26Updated 2 years ago
- Code base for the graph neural network-based polygrain microstructure property prediction project☆41Updated 2 years ago
- Microstructure Modeling and Simulation. Generate microstructures using site-saturation condition, and simulate grain growth using Monte C…☆11Updated last month
- Kanapy is a python package for generating three-dimensional synthetic polycrystals based on characteristic microstructural features.☆30Updated last month
- Dislocation dynamics codes☆10Updated 7 years ago
- Grain growth in polycrystal, described by multi-phase field model, implemented by cross-platform parallel (CPU/GPU) computing language of…☆38Updated 2 years ago
- ParaDiS (Parallel Dislocation Simulator) is a massively parallel Discrete Dislocation Dynamics simulation tool to simulate motion and int…☆49Updated 2 months ago
- XtalMesh : High-Fidelity Mesh Generation of Polycrystals☆13Updated 2 years ago
- Python script for numerical simulation of grain-growth during solidification of 3D printed metals☆15Updated 2 years ago
- The phase field code of simulation about reversible domain switch phenomena in ferroelectric material.☆16Updated 4 years ago
- Visco Plastic Self Consistent code☆42Updated last year
- ☆15Updated 3 years ago
- python library for post-processing of Electron Backscattered Diffraction (EBSD) data☆26Updated 3 months ago
- Micro-structure Grain Growth Simulation☆27Updated 5 years ago
- Phase field model for material science applications.☆23Updated 5 years ago
- ElATools: A tool for analyzing anisotropic elastic properties of the 2D and 3D materials☆47Updated 6 months ago
- Matlab Implementation of Landau-Ginzburg Phase Field Model☆25Updated 5 years ago
- A simulation software for anisotropic grain growth in 2D☆10Updated 7 years ago
- A python package to simulate precipitation and diffusion behavior using Calphad☆26Updated this week
- Repository for the bicrystal simulations in LAMMPS used to study GB-Dislocation interaction in FCC and BCC metals☆16Updated 7 years ago
- Read, process and plot EBSD (electron backscatter diffraction) data☆13Updated 6 years ago
- A Scheil-Gulliver simulation tool using pycalphad.☆18Updated 4 months ago
- Matlab code for calculation of geometrically necessary dislocation densities from EBSD data☆30Updated 5 years ago
- Python package for analysing the results of tensile tests☆10Updated 4 years ago
- DRAGen RVE Generator☆22Updated this week
- Computer simulation on the crystallization of polymer dendritic crystal based on the phase-field model☆19Updated 6 years ago
- Synthetic microstructure generator. Online documentation:☆21Updated 3 years ago
- Phase field simulation written in C++☆20Updated 2 weeks ago
- ArunBaskaran / Image-Driven-Machine-Learning-Approach-for-Microstructure-Classification-and-Segmentation-Ti-6Al-4V☆17Updated 2 weeks ago