Improvements can be made by: - Advanced Characterization Techniques: Using techniques like X-ray diffraction, electron microscopy, and surface area analysis to better understand catalyst properties. - In-situ and Operando Studies: Monitoring the catalyst under actual reaction conditions to gain real-time insights into its behavior. - Computational Methods: Employing computational chemistry and machine learning to predict catalyst performance and guide experimental designs.
