Yes, DOS can be a predictive tool for evaluating catalyst performance. By analyzing the DOS, researchers can identify potential active sites and predict the reactivity of the catalyst for various reactions. This allows for the design of catalysts with enhanced performance by targeting materials with favorable electronic properties.