Recent advancements have led to the development of nanomaterials, biomimetic catalysts, and single-atom catalysts. These materials offer unique properties such as high surface area, enhanced reactivity, and improved selectivity. They represent the frontier of research in catalysis, aiming to achieve more efficient and sustainable chemical processes.