Computer simulations in catalysis involve the use of computational models to mimic real-world catalytic processes. These models can range from simple analytical expressions to complex quantum mechanical calculations. They help researchers explore the effects of various parameters on catalytic activity, such as temperature, pressure, and the presence of different reactants.