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 |