Despite their advantages, developing effective catalysts poses challenges. These include designing catalysts with high activity, selectivity, and stability. Additionally, understanding the complex mechanisms and identifying the true active sites can be difficult. Researchers often employ techniques like spectroscopy, microscopy, and computational modeling to study and optimize catalysts.