mehmetfdemirel / PolycrystalGraphLinks
Code base for the graph neural network-based polygrain microstructure property prediction project
☆46Updated 3 years ago
Alternatives and similar repositories for PolycrystalGraph
Users that are interested in PolycrystalGraph are comparing it to the libraries listed below
Sorting:
- A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materi…☆10Updated 2 years ago
- Polycrystal Graph Neural Network☆23Updated 2 years ago
- Graph-based Deep Learning of Polycrystals☆17Updated 2 years ago
- Python package to model and to perform topology optimization for graphene kirigami using deep learning☆28Updated 4 years ago
- Physics-Informed Neural Networks for Solving Multiscale Mode-Resolved Phonon Boltzmann Transport Equation☆22Updated 3 years ago
- Python Jupyter notebooks for visualizing dislocation related stresses, strains and forces☆27Updated 3 years ago
- ElATools: A tool for analyzing anisotropic elastic properties of the 2D and 3D materials☆48Updated last year
- ☆20Updated 4 years ago
- Microstructure Modeling and Simulation. Generate microstructures using site-saturation condition, and simulate grain growth using Monte C…☆17Updated 8 months ago
- Repository for the bicrystal simulations in LAMMPS used to study GB-Dislocation interaction in FCC and BCC metals☆17Updated 8 years ago
- A python package to simulate precipitation and diffusion behavior using Calphad☆34Updated 2 weeks ago
- Phase field model for material science applications.☆25Updated 6 years ago
- Required LAMMPS and MATLAB files for several molecular dynamics simulations.☆42Updated 3 years ago
- A Python package to work with material microstructures and 3d data sets☆52Updated 3 weeks ago
- Phase field model for precipitate aging in ternary analogues to Ni-based superalloys☆36Updated 4 years ago
- Open Source Dislocation Dynamics Simulation Framework and Libraries☆76Updated last week
- SPPARKS Kinetic and Metropolis Monte Carlo simulator☆75Updated 7 months ago
- Expanded dataset of mechanical properties and observed phases of multi-principal element alloys☆35Updated 3 years ago
- ☆18Updated 4 years ago
- Extending and Modifying LAMMPS Writing Your Own Source Code, published by Packt☆102Updated 2 years ago
- A molecular dynamics tutorial for new researchers in the area of nanomechanics.☆15Updated 2 years ago
- Richard Skelton's code for dislocations☆11Updated 6 years ago
- Kinetic Monte Carlo Simulator☆30Updated 4 years ago
- Deep Learning the Chemistry of Materials From Only Elemental Composition for Enhancing Materials Property Prediction☆97Updated 2 years ago
- ☆31Updated 2 years ago
- Fitting thermodynamic models with pycalphad - https://doi.org/10.1557/mrc.2019.59☆74Updated 4 months ago
- Kanapy is a python package for generating three-dimensional synthetic polycrystals based on characteristic microstructural features.☆38Updated this week
- Lammps tutorial: graphene simulations☆31Updated 4 years ago
- ArunBaskaran / Image-Driven-Machine-Learning-Approach-for-Microstructure-Classification-and-Segmentation-Ti-6Al-4V☆19Updated 7 months ago
- Accelerated Design of Layered Materials with Bayesian Optimization☆19Updated 6 years ago