Prof. Xuefeng Zhu and Prof. Weishen Yang published a “Progress Report” to show the recent research achievements on microstructural and interfacial designs of oxygen-permeable membranes for oxygen permeation and catalytic membrane reactors. This work has been published in Advanced Materials, 2019, 31,1902547.