Recent advances in OCM include the development of novel catalysts that offer improved performance. For example, the use of perovskite oxides and rare earth elements has shown potential in enhancing catalyst activity and selectivity. Additionally, advances in reactor design, such as the use of microreactors and membrane reactors, are being explored to optimize reaction conditions and improve heat management.