Recent trends in catalysis research include the development of nano-catalysts, which offer high surface area and enhanced activity. There is also a growing interest in sustainable catalysis, focusing on environmentally friendly processes and renewable resources. Advances in computational catalysis are enabling scientists to model and predict catalytic behaviors, significantly speeding up the discovery of new catalysts. The integration of machine learning with catalysis is another exciting trend, providing new ways to analyze data and optimize reactions.