mehmetfdemirel / PolycrystalGraph
Code base for the graph neural network-based polygrain microstructure property prediction project
☆38Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for PolycrystalGraph
- Polycrystal Graph Neural Network☆15Updated last year
- Graph-based Deep Learning of Polycrystals☆16Updated last year
- Expanded dataset of mechanical properties and observed phases of multi-principal element alloys☆31Updated 2 years ago
- Physics-Informed Neural Networks for Solving Multiscale Mode-Resolved Phonon Boltzmann Transport Equation☆18Updated 3 years ago
- Python Jupyter notebooks for visualizing dislocation related stresses, strains and forces☆25Updated 2 years ago
- Python package to model and to perform topology optimization for graphene kirigami using deep learning☆27Updated 3 years ago
- ☆15Updated 3 years ago
- ElATools: A tool for analyzing anisotropic elastic properties of the 2D and 3D materials☆44Updated 4 months ago
- The materials for the Fall ML in Materials course at the UTK MSE☆82Updated 10 months ago
- Microstructure Characterization and Reconstruction in Python☆40Updated 2 weeks ago
- Required LAMMPS and MATLAB files for several molecular dynamics simulations.☆35Updated 2 years ago
- Phase field model for material science applications.☆23Updated 5 years ago
- A Python package to work with material microstructures and 3d data sets☆42Updated last month
- SPPARKS Kinetic and Metropolis Monte Carlo simulator☆56Updated this week
- ☆18Updated 4 years ago
- Code to help you get started using machine learning in materials science☆15Updated 5 years ago
- Gaussian process augmented with a probabilistic model of expected system's behavior☆12Updated 2 years ago
- A python script to solve the Cahn-Hilliard equation using an implicit pseudospectral method☆35Updated 3 months ago
- mechanoChemML library☆16Updated last year
- Repository for the SymPhas software for phase-field simulations☆18Updated 7 months ago
- Provides some useful information and the LAMMPS input files to model a polymer-metal interface.☆33Updated 2 years ago
- Materials Knowledge System in Python☆115Updated last year
- python library for post-processing of Electron Backscattered Diffraction (EBSD) data☆24Updated last month
- ☆14Updated 2 years ago
- A python package to simulate precipitation and diffusion behavior using Calphad☆23Updated last month
- A molecular dynamics tutorial for new researchers in the area of nanomechanics.☆14Updated 2 years ago
- Repository for the bicrystal simulations in LAMMPS used to study GB-Dislocation interaction in FCC and BCC metals☆15Updated 7 years ago
- ArunBaskaran / Image-Driven-Machine-Learning-Approach-for-Microstructure-Classification-and-Segmentation-Ti-6Al-4V☆17Updated 3 years ago
- Graph neural networks for stress and strain fields prediction☆37Updated last year
- This is the code for the paper 'Machine learning-enabled high-entropy alloy discovery'☆60Updated last year