The use of ab initio calculations allows for the screening of various materials and the prediction of their catalytic properties before experimental synthesis. For instance, DFT calculations can predict the adsorption energies of reactants on different catalyst surfaces, helping identify the most promising candidates. These methods are also used to model the effects of doping and alloying on catalytic activity.
