Complex networks in the context of catalysis refer to the intricate, interconnected systems of reactions and interactions that occur within a catalytic process. These networks can involve multiple reactants, products, intermediates, and catalysts. Understanding these networks is crucial for optimizing catalytic efficiency and developing new catalytic materials.