mdai26 / PGNNLinks
Polycrystal Graph Neural Network
☆23Updated 2 years ago
Alternatives and similar repositories for PGNN
Users that are interested in PGNN are comparing it to the libraries listed below
Sorting:
- Graph-based Deep Learning of Polycrystals☆17Updated 3 years ago
- Code base for the graph neural network-based polygrain microstructure property prediction project☆48Updated 3 years ago
- Python Jupyter notebooks for visualizing dislocation related stresses, strains and forces☆26Updated 3 years ago
- Repository for the bicrystal simulations in LAMMPS used to study GB-Dislocation interaction in FCC and BCC metals☆19Updated 8 years ago
- Python Laboratory for Dislocation Dynamics☆10Updated 2 months ago
- OpenIEC: An open-source code for interfacial energy calculation in alloys☆39Updated 2 years ago
- Kinetic Monte Carlo Simulator☆30Updated 5 years ago
- Kanapy is a python package for generating three-dimensional synthetic polycrystals based on characteristic microstructural features.☆40Updated last month
- ParaDiS (Parallel Dislocation Simulator) is a massively parallel Discrete Dislocation Dynamics simulation tool to simulate motion and int…☆63Updated last year
- A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materi…☆11Updated 2 years ago
- A python package to simulate precipitation and diffusion behavior using Calphad☆34Updated last month
- ☆21Updated 4 years ago
- A Scheil-Gulliver simulation tool using pycalphad.☆21Updated 2 weeks ago
- Microstructure Modeling and Simulation. Generate microstructures using site-saturation condition, and simulate grain growth using Monte C…☆18Updated last year
- SPPARKS Kinetic and Metropolis Monte Carlo simulator☆77Updated last month
- ElATools: A tool for analyzing anisotropic elastic properties of the 2D and 3D materials☆51Updated 2 months ago
- Richard Skelton's code for dislocations☆11Updated 6 years ago
- DRAGen RVE Generator☆32Updated 10 months ago
- Open-source python package for multicomponent multiphase equilibrium CALPHAD calculations☆28Updated 2 weeks ago
- VELAS is a user-friendly open-source toolbox for the visualization and analysis of elastic anisotropy written in GNU Octave that can be u…☆18Updated 6 months ago
- Python package to model and to perform topology optimization for graphene kirigami using deep learning☆30Updated 4 years ago
- Physics-Informed Neural Networks for Solving Multiscale Mode-Resolved Phonon Boltzmann Transport Equation☆21Updated 4 years ago
- A Python package to work with material microstructures and 3d data sets☆54Updated 4 months ago
- Repository for the SymPhas software for phase-field simulations☆27Updated last week
- The CHiMaD Phase Field Community Website☆61Updated 3 months ago
- The phase field code of simulation about reversible domain switch phenomena in ferroelectric material.☆23Updated 5 years ago
- python library for post-processing of Electron Backscattered Diffraction (EBSD) data☆29Updated 6 months ago
- Phase field model for material science applications.☆27Updated 6 years ago
- Open Source Dislocation Dynamics Simulation Framework and Libraries☆83Updated 3 weeks ago
- A simulation software for anisotropic grain growth in 2D☆11Updated 8 years ago