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 2 years ago
- ElATools: A tool for analyzing anisotropic elastic properties of the 2D and 3D materials☆48Updated last year
- Python Jupyter notebooks for visualizing dislocation related stresses, strains and forces☆27Updated 3 years ago
- Open Source Dislocation Dynamics Simulation Framework and Libraries☆75Updated 3 weeks ago
- Code base for the graph neural network-based polygrain microstructure property prediction project☆45Updated 3 years ago
- Repository for the bicrystal simulations in LAMMPS used to study GB-Dislocation interaction in FCC and BCC metals☆17Updated 8 years ago
- A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materi…☆10Updated 2 years ago
- ParaDiS (Parallel Dislocation Simulator) is a massively parallel Discrete Dislocation Dynamics simulation tool to simulate motion and int…☆58Updated 8 months ago
- Kanapy is a python package for generating three-dimensional synthetic polycrystals based on characteristic microstructural features.☆37Updated last month
- Richard Skelton's code for dislocations☆11Updated 6 years ago
- A Scheil-Gulliver simulation tool using pycalphad.☆21Updated 3 weeks ago
- A python package to simulate precipitation and diffusion behavior using Calphad☆34Updated 2 months ago
- Kinetic Monte Carlo Simulator☆30Updated 4 years ago
- Phase field model for material science applications.☆25Updated 6 years ago
- python library for post-processing of Electron Backscattered Diffraction (EBSD) data☆29Updated last month
- Phase field model for precipitate aging in ternary analogues to Ni-based superalloys☆36Updated 4 years ago
- A Python package to work with material microstructures and 3d data sets☆52Updated this week
- ☆19Updated 3 years 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…☆17Updated 2 months ago
- Microstructure Modeling and Simulation. Generate microstructures using site-saturation condition, and simulate grain growth using Monte C…☆16Updated 7 months ago
- OpenIEC: An open-source code for interfacial energy calculation in alloys☆36Updated last year
- SPPARKS Kinetic and Metropolis Monte Carlo simulator☆73Updated 6 months ago
- The CHiMaD Phase Field Community Website☆58Updated 2 weeks ago
- Python package to model and to perform topology optimization for graphene kirigami using deep learning☆28Updated 4 years ago
- Fitting thermodynamic models with pycalphad - https://doi.org/10.1557/mrc.2019.59☆74Updated 4 months ago
- Lammps tutorial: graphene simulations☆32Updated 4 years ago
- LAMMPS scripts to simulate uniaxial tensile test of a graphene Sample☆32Updated 4 years ago
- Required LAMMPS and MATLAB files for several molecular dynamics simulations.☆42Updated 3 years ago
- A simple and fast python library to handle the data generated from molecular dynamics simulations☆78Updated last month
- A python script to solve the Cahn-Hilliard equation using an implicit pseudospectral method☆45Updated last year