Several methods exist for synthesizing catalytic nanomaterials, including chemical vapor deposition (CVD), sol-gel techniques, and biological synthesis. Each method offers different advantages and can be chosen based on the desired properties of the nanocatalyst. For instance, CVD is often used for producing high-purity nanomaterials, while sol-gel techniques facilitate the formation of complex nanostructures.