Despite significant advancements, there are still challenges in catalyst optimization. These include the deactivation of catalysts due to coking, sintering, or poisoning. Additionally, achieving a balance between activity, selectivity, and stability remains a complex task. Addressing these challenges requires a multidisciplinary approach that combines experimental and computational techniques.