The main advantage of using supported nanoparticles in catalysis is their enhanced catalytic activity. Their small size increases the surface area-to-volume ratio, offering more active sites for chemical reactions. Additionally, the support material can aid in dispersing the nanoparticles evenly, preventing aggregation and enhancing stability.