Non-stoichiometric compounds are materials whose elemental composition does not adhere to simple integer ratios. Unlike stoichiometric compounds, these materials contain a variable amount of one or more elements, which can significantly impact their physical and chemical properties. In the context of catalysis, non-stoichiometric compounds often exhibit unique catalytic behaviors that make them valuable in various industrial and environmental applications.