699 citations · 754 across the 7 of their papers we have counts for
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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…