Post-transition metal oxides refer to a class of inorganic compounds that are positioned beyond the transition metals in the periodic table, typically including elements from groups 3-12. These oxides exhibit unique electronic and structural properties due to their distinct oxidation states and coordination geometries. Post-transition metal oxides can be synthesized through various methods such as sol-gel, hydrothermal, or thermal decomposition processes. They have gained significant attention in the fields of catalysis, energy storage, and sensing applications owing to their ability to form stable structures under diverse conditions. For instance, rare earth oxides like ceria (CeO?) are widely used as catalyst supports due to their high stability and redox capabilities. Similarly, hafnium oxide (HfO?) is explored for its potential in optoelectronic devices owing to its excellent dielectric properties. The versatility of these compounds makes them indispensable in modern chemical research and industrial applications.