Catalytic membrane reactors (CMRs) are advanced systems that integrate catalysis and membrane separation within a single unit. This unique combination allows for simultaneous reaction and separation processes, enhancing efficiency and selectivity. CMRs are employed in a variety of applications, including chemical synthesis, environmental protection, and energy conversion.