Simulations help in catalyst design by allowing researchers to model and predict the performance of different catalyst materials and structures. By simulating the reaction environment, they can identify the most effective catalysts, optimize surface properties, and reduce the need for extensive experimental trials. This accelerates the development of more efficient and sustainable catalysts.