Classification of local chemical environments from x-ray absorption spectra using supervised machine learning

X-ray absorption near-edge structure (XANES) spectroscopy is a robust and element-specific tool for probing the atomic structure of materials. Traditional spectroscopy methods work in the forward direction by simulating XANES spectra from atomic models. Here, the authors present the opposite: a comp... View More