Computational methods in catalysis refer to the application of computer simulations and theoretical models to understand, predict, and optimize catalytic processes. These methods use quantum mechanics, molecular dynamics, and statistical mechanics to analyze the behavior of catalytic systems at the atomic and molecular levels.