The future of heterogeneous catalysts is shaped by green chemistry, nanotechnology, and advanced materials. Trends include nano-structured catalysts with higher surface area, hybrid catalysts combining metal and organic frameworks, and catalysts tailored for biomass conversion. Growing demand for renewable fuels, CO₂ reduction, and sustainable chemical processes is driving...