Simulations are invaluable in the design of new catalysts. By modeling different materials and their interactions with reactants, researchers can identify promising candidates before synthesizing them in the lab. This approach accelerates the discovery process and helps in tailoring catalysts for specific reactions. For example, simulations can predict how modifications to the structure of a catalyst will affect its activity and selectivity, guiding experimental efforts more effectively.