Several factors influence the solidification process, including the composition of the catalyst, the cooling rate, and the presence of additives or impurities. For example, the cooling rate can determine the crystal size and the distribution of pores within the solidified catalyst. Additives can also modify the nucleation and growth processes during solidification, leading to different structural properties.