Random Forest Models for Accurate Identification of Coordination Environments from X-Ray Absorption Near-Edge Structure
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Analyzing coordination environments using X-ray absorption spectroscopy has broad applications in solid-state physics and material chemistry. Here, we show that random forest models trained on 190,000 K-edge X-ray absorption near-edge structure (XANES) spectra... ...