The design of catalysts is inherently complex due to the need to optimize numerous factors that influence catalytic activity, selectivity, and stability. The reaction mechanism involved can be intricate, requiring a deep understanding of the chemical kinetics, thermodynamics, and the interaction between reactants and the catalyst's surface.