One of the main challenges in catalyst formulation is achieving a balance between activity, selectivity, and stability. High activity may lead to unwanted side reactions, while high selectivity may compromise activity. Additionally, catalysts can deactivate over time due to sintering, coking, or poisoning. Continuous research and development are essential to overcome these challenges and develop more efficient catalyst formulations.