The impact of nanoscience on heterogeneous catalysis is discussed with the emphasis on enantioselective hydrogenation. Experimental data on liquid-phase hydrogenation reactions of 1-phenyl-1,2-propanedione are presented, demonstrating that the size of nanoparticles should account for the explanation of activity, regio- and enantioselectivity.