Catalysis involves complex interactions between reactants, intermediates, and catalysts, often at the atomic or molecular level. Traditional experimental methods can be limited in their ability to probe these interactions in detail. MC simulations provide a powerful alternative by allowing scientists to model and predict the behavior of catalytic systems under various conditions. This can lead to a deeper understanding of catalytic mechanisms, the identification of optimal catalysts, and the design of new catalytic materials.