Identifying effective catalysts often involves a combination of experimental and computational approaches. High-throughput screening can be used to quickly assess the activity of numerous potential catalysts. Additionally, density functional theory (DFT) and other computational methods can provide insights into the electronic structure and reactivity of catalysts, guiding the design of new catalytic systems.
