This GitHub account contains code developed by Prof. Jiamian Hu's group at UW-Madison 👏
| Code package | Fuctionality |
|---|---|
| GO-AtomMag | GPU-accelerated Open-source Atomistic Magnetization dynamics modeling |
| GO-Ferro | GPU-accelerated Open-source Ferroics dynamic modeling |
| GO-EMS | GPU-accelerated Open-source ElectroMagnetic Solver |
The developments of the machine learning models are in collaboration with Mehmet F. Demirel and Prof. Yingyu Liang
| Code package | Fuctionality |
|---|---|
| Graph Neural Network model | Graph Neural Network model for the magnetostriction prediction of polycrystalline materials |
| Polycrystal graph neural network | Graph Neural Network model for the conductivity and elastic modulus prediction of materials |
| Code package | Fuctionality |
|---|---|
| Voronoi Tessellation | 2D and 3D polygrain structure generation using Voronoi Tessellation |
| Grain Growth model | GPU-accelerated 3D grain growth model |