Advanced materials such as nanomaterials, metal-organic frameworks (MOFs), and heterogeneous catalysts have revolutionized the field of catalysis. These materials offer unique properties that can significantly improve catalytic performance. For instance, nanomaterials provide high surface areas and active sites that can enhance reaction rates.