Kinetic modeling is essential in understanding the rates of chemical reactions in catalytic processes. By applying mathematical transformations, such as the Laplace transform, scientists can simplify the differential equations governing reaction kinetics. This allows for easier analysis and prediction of reaction outcomes, helping in the optimization of catalysts and reaction conditions.