most citedGraph deep learning accelerated efficient crystal structure search and feature extraction

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cond-mat.mtrl-sci2023★ 1 cited

Graph deep learning accelerated efficient crystal structure search and feature extraction

Chuannan Li, Hanpu Liang, Xie Zhang +2

Structural search and feature extraction are a central subject in modern materials design, the efficiency of which is currently limited, but can be potentially boosted by machine l…

cond-mat.mtrl-sci2023

Machine-Learning Accelerated Annealing with Fitting-Search Style for Multi-alloy Structure Predictions

Chuannan Li, Hanpu Liang, Yifeng Duan +1

Structural prediction for the discovery of novel materials is a long sought after goal of computational physics and materials sciences. The success is rather limited for methods su…