Selecting the appropriate catalyst involves screening various candidates for their activity, selectivity, and stability under given reaction conditions. Techniques such as high-throughput screening can rapidly evaluate many catalysts, while computational methods like density functional theory (DFT) can predict catalytic behaviors and guide experimental efforts.