Developing efficient catalysts involves a combination of experimental and computational techniques. High-throughput screening allows researchers to test a large number of catalyst formulations quickly. Additionally, computational chemistry and molecular modeling are employed to predict the activity and selectivity of potential catalysts. Once a promising catalyst is identified, it undergoes further optimization through techniques like doping, surface modification, and support selection to enhance its performance.