One possible solution, which our team has recently demonstrated for III - V photoelectrodes, is to model speciation of
interfacial reaction products by coupling ambient - pressure X-ray photoelectron spectroscopy (XPS) experiments to direct simulations of XPS based on model interfaces from ab initio molecular dynamics.