The development of tailor-made catalysts involves a multi-step approach, often starting with a deep understanding of the reaction mechanism. Techniques like computational modeling and quantum chemical calculations are frequently employed to predict how changes at the atomic level will affect catalyst performance. Once a theoretical model is established, experimental methods such as high-throughput screening and characterization techniques like X-ray diffraction and electron microscopy are used to synthesize and evaluate the catalysts.