Kinetic modeling plays a crucial role in process simulations for catalysis. It involves developing mathematical models that describe the rates of chemical reactions occurring on the catalyst surface. These models help in understanding the reaction mechanisms, predicting the behavior under various conditions, and optimizing the process parameters for maximum efficiency and selectivity.