Understanding X-ray absorption spectra by means of descriptors and machine learning algorithms
Abstract X-ray absorption near-edge structure (XANES) spectra are the fingerprint of the local atomic and electronic structures around the absorbing atom.However, the quantitative analysis of these spectra is not straightforward.Even kids beanie with the most recent advances in this area, for a given spectrum, it is not clear a priori which structu