Complex reaction networks refer to interconnected sequences of chemical reactions that occur simultaneously or in tandem. In the context of catalysis, these networks involve a series of elementary steps that include the formation and consumption of intermediates and products. Understanding these networks is crucial for optimizing catalytic processes and improving reaction efficiency.