Catalytic membranes work by providing a surface for catalytic reactions while selectively allowing certain molecules to pass through. The membrane material itself can be inert or catalytic. In cases where the membrane is inert, a separate layer of catalyst is often applied to its surface. The membrane's permeability is tuned to control the rate of reactant diffusion and product removal, optimizing reaction conditions.