Catalytic nanomaterials can be classified into several categories based on their composition and structure. Common types include metal nanoparticles, metal oxides, and carbon-based nanomaterials like graphene and carbon nanotubes. Each type offers distinct catalytic properties suitable for different applications. For example, metal nanoparticles are widely used in hydrogenation reactions, while metal oxides are effective in oxidation processes.