Computational methods, including quantum mechanics and molecular dynamics simulations, play a vital role in understanding and designing catalysts. These techniques allow scientists to model catalytic reactions at the atomic level, predict reaction pathways, and identify potential catalysts with desired properties. Computational approaches can significantly reduce the time and cost associated with experimental trials.