most citedAutomated Generation and Ensemble-Learned Matching of X-ray Absorption Spectra

4 citations · 6 across the 2 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…

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…