An Efficient High-Degree, High-Order Equivariant Graph Neural Network for Direct Crystal Structure Optimization

Ziduo Yang, Wei Zhuo, Huiqiang Xie +2

Crystal structure optimization is fundamental to materials modeling but remains computationally expensive when performed with density-functional theory (DFT). Machine-learning (ML)…