Various studies on how the interfacial properties of nanocatalysts affect the catalytic reaction are introduced. Through a combinatorial approach of catalytic experiments and density functional theory calculations, we study how the size of metal nanoparticles and the oxide surface facets systematically affect the catalytic properties.