mehmetfdemirel / PolycrystalGraphLinks
Code base for the graph neural network-based polygrain microstructure property prediction project
☆45Updated 3 years ago
Alternatives and similar repositories for PolycrystalGraph
Users that are interested in PolycrystalGraph are comparing it to the libraries listed below
Sorting:
- Polycrystal Graph Neural Network☆23Updated 2 years ago
- Graph-based Deep Learning of Polycrystals☆17Updated 2 years ago
- A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materi…☆9Updated 2 years ago
- ElATools: A tool for analyzing anisotropic elastic properties of the 2D and 3D materials☆48Updated 11 months ago
- Python package to model and to perform topology optimization for graphene kirigami using deep learning☆28Updated 4 years ago
- Expanded dataset of mechanical properties and observed phases of multi-principal element alloys☆35Updated 2 years ago
- Microstructure Modeling and Simulation. Generate microstructures using site-saturation condition, and simulate grain growth using Monte C…☆16Updated 6 months ago
- Repository for the bicrystal simulations in LAMMPS used to study GB-Dislocation interaction in FCC and BCC metals☆17Updated 8 years ago
- ☆19Updated 3 years ago
- Required LAMMPS and MATLAB files for several molecular dynamics simulations.☆42Updated 3 years ago
- Python Jupyter notebooks for visualizing dislocation related stresses, strains and forces☆27Updated 3 years ago
- A python package to simulate precipitation and diffusion behavior using Calphad☆34Updated 2 months ago
- python library for post-processing of Electron Backscattered Diffraction (EBSD) data☆29Updated 3 weeks ago
- This is the code for the paper 'Machine learning-enabled high-entropy alloy discovery'☆72Updated last year
- Phase field model for material science applications.☆25Updated 6 years ago
- Deep Learning the Chemistry of Materials From Only Elemental Composition for Enhancing Materials Property Prediction☆95Updated 2 years ago
- Repository for links to software packages and databases used in deep-learning applications for materials science☆142Updated last month
- Provides some useful information and the LAMMPS input files to model a polymer-metal interface.☆38Updated 3 years ago
- SPPARKS Kinetic and Metropolis Monte Carlo simulator☆72Updated 5 months ago
- A Python library to calculate elastic properties of materials.☆58Updated 3 years ago
- ☆29Updated 2 years ago
- LAMMPS scripts to simulate uniaxial tensile test of a graphene Sample☆32Updated 4 years ago
- Worked on a dataset of high entropy alloys which is used to design materials for additive manufacturing. Being responsible for Performing…☆17Updated 2 years ago
- Dislocation dynamics codes☆11Updated 7 years ago
- ArunBaskaran / Image-Driven-Machine-Learning-Approach-for-Microstructure-Classification-and-Segmentation-Ti-6Al-4V☆19Updated 5 months ago
- Python scripts for dealing with molecular dynamics script for LAMMPS☆17Updated 2 years ago
- Machine Learning for High Entropy Alloy☆16Updated 4 years ago
- data and code to reduplicate paper: Topological representations of crystalline compounds for the machine-learning prediction of materials…☆20Updated 4 years ago
- Generate random alloys and compute various properties☆53Updated 6 months ago
- Machine learning model for complex concentrated alloys/high entropy alloys using TensorFlow☆15Updated 4 years ago