“…Ab initio correlated methods [30][31][32][33], density-functional theory (DFT) [34,35], and first-principles molecular dynamics [36,40] may be used to probe the nature of active reaction environments. Atomic-level understanding of several electrocatalytic processes and of adsorbed intermediates involved in redox reactions at the metal/water interface has recently been demonstrated by the simulation of methanol oxidation [40] and oxygen reduction on Pt [39], water activation on Pd [34], and on alloy and sequentially deposited Pt/Ru surfaces [35,41].…”