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:
- Code base for the graph neural network-based polygrain microstructure property prediction project☆46Updated 3 years ago
- Graph-based Deep Learning of Polycrystals☆17Updated 2 years ago
- Microstructure Modeling and Simulation. Generate microstructures using site-saturation condition, and simulate grain growth using Monte C…☆18Updated 8 months ago
- Kanapy is a python package for generating three-dimensional synthetic polycrystals based on characteristic microstructural features.☆38Updated last week
- ParaDiS (Parallel Dislocation Simulator) is a massively parallel Discrete Dislocation Dynamics simulation tool to simulate motion and int…☆58Updated 10 months ago
- Python Jupyter notebooks for visualizing dislocation related stresses, strains and forces☆27Updated 3 years ago
- A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materi…☆10Updated 2 years ago
- ☆20Updated 4 years ago
- Open Source Dislocation Dynamics Simulation Framework and Libraries☆76Updated last month
- A python package to simulate precipitation and diffusion behavior using Calphad☆35Updated last month
- ElATools: A tool for analyzing anisotropic elastic properties of the 2D and 3D materials☆49Updated last year
- Repository for the bicrystal simulations in LAMMPS used to study GB-Dislocation interaction in FCC and BCC metals☆18Updated 8 years ago
- Phase field model for material science applications.☆26Updated 6 years ago
- Physics-Informed Neural Networks for Solving Multiscale Mode-Resolved Phonon Boltzmann Transport Equation☆22Updated 3 years ago
- A Scheil-Gulliver simulation tool using pycalphad.☆21Updated 2 months ago
- Kinetic Monte Carlo Simulator☆30Updated 4 years ago
- Phase field model for precipitate aging in ternary analogues to Ni-based superalloys☆36Updated 4 years ago
- SPPARKS Kinetic and Metropolis Monte Carlo simulator☆75Updated 7 months ago
- python library for post-processing of Electron Backscattered Diffraction (EBSD) data☆29Updated 2 months ago
- The CHiMaD Phase Field Community Website☆60Updated 2 weeks ago
- Python package to model and to perform topology optimization for graphene kirigami using deep learning☆29Updated 4 years ago
- A simulation software for anisotropic grain growth in 2D☆11Updated 8 years ago
- A Python package to work with material microstructures and 3d data sets☆52Updated last month
- Fitting thermodynamic models with pycalphad - https://doi.org/10.1557/mrc.2019.59☆74Updated last week
- Düsseldorf Advanced Material Simulation Kit (Read-only mirror)☆140Updated this week
- Richard Skelton's code for dislocations☆11Updated 6 years ago
- Repository for the SymPhas software for phase-field simulations☆26Updated 2 weeks ago
- MicroSim is a project under the National Supercomputing Mission, Govt of India. The project offers a set of codes that can use high perfo…☆37Updated last week
- OpenIEC: An open-source code for interfacial energy calculation in alloys☆36Updated last year
- An FEM code for battery-related physics☆11Updated last week