Recent advancements include the development of more sophisticated CFD models that can simulate increasingly complex systems with higher accuracy. There is also a growing interest in using machine learning and artificial intelligence to predict fluid behaviors and optimize catalytic processes. Additionally, new materials and catalyst designs are being explored to further enhance the efficiency and selectivity of catalytic reactions.