4 citations · 6 across the 2 of their papers we have counts for
3 papers
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…
cond-mat.mtrl-sci2018
Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals
Chi Chen, Weike Ye, Yunxing Zuo +2
Graph networks are a new machine learning (ML) paradigm that supports both relational reasoning and combinatorial generalization. Here, we develop universal MatErials Graph Network…
cond-mat.mtrl-sci2017★ 4 cited
Automated Generation and Ensemble-Learned Matching of X-ray Absorption Spectra
Chen Zheng, Kiran Mathew, Chi Chen +9
We report the development of XASdb, a large database of computed reference X-ray absorption spectra (XAS), and a novel Ensemble-Learned Spectra IdEntification (ELSIE) algorithm for…