Tracking the Lithiation State of Li${}_x$Si from Machine-Learned XPS Binding Energies

Michael Alejandro Hernandez Bertran, Davide Tisi, Federico Grasselli +3

X-ray Photoelectron Spectroscopy (XPS) is a powerful technique to probe chemical states and interfacial processes in battery materials, but a quantitative interpretation is often h…