The preparation of catalysts involves meticulous steps, including the selection of precursor materials, control of synthesis conditions, and post-synthesis treatments. For example, the particle size, surface area, and distribution of active sites on a heterogeneous catalyst must be precisely controlled to ensure optimal activity and selectivity.