976 citations · 1k across the 4 of their papers we have counts for
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cond-mat.mtrl-sci2019★ 2 cited
Random Forest Models for Accurate Identification of Coordination Environments from X-ray Absorption Near-Edge Structure
Chen Zheng, Chi Chen, Yiming Chen +1
Analyzing coordination environments using X-ray absorption spectroscopy has broad applications ranging from solid-state physics to material chemistry. Here, we show that random for…
physics.comp-ph2019★ 976 cited
A Performance and Cost Assessment of Machine Learning Interatomic Potentials
Yunxing Zuo, Chi Chen, Xiangguo Li +8
Machine learning of the quantitative relationship between local environment descriptors and the potential energy surface of a system of atoms has emerged as a new frontier in the d…