Catalyst design involves understanding the reaction mechanism and identifying the optimal conditions for catalyst performance. Techniques such as computational modeling and high-throughput screening are often employed to identify promising catalyst candidates. Additionally, nanotechnology has enabled the development of catalysts with enhanced properties by manipulating materials at the atomic level.