The synthesis of catalysts is a crucial step in the discovery phase. It involves the preparation of catalyst materials, often using methods like sol-gel processes, hydrothermal synthesis, and chemical vapor deposition. The goal is to create catalysts with the desired physical and chemical properties, such as surface area, pore structure, and active sites.