Catalysis modeling is crucial because it allows scientists and engineers to gain insights into the mechanisms of catalytic reactions without solely relying on experimental data. This can significantly reduce the time and cost associated with developing new catalysts and optimizing existing ones. Moreover, models can help in identifying the key parameters that influence catalytic performance, providing a deeper understanding of the reaction kinetics and dynamics.