Controlling aggregate formation involves careful design and synthesis of the catalyst. Techniques such as sol-gel, impregnation, and co-precipitation can be employed to control the size and distribution of aggregates. Additionally, the use of stabilizers, surfactants, or supports can help prevent excessive aggregation. Post-synthesis treatments like calcination and reduction can also be tailored to control aggregate size and morphology.