Research in low-cost catalysis is focused on finding new materials, optimizing existing ones, and improving synthesis methods. For instance, the use of biomass-derived materials as catalysts is gaining traction due to their sustainability and low cost. Furthermore, computational methods and machine learning are being used to predict and design low-cost catalysts with high efficiency.