Zhuxin Lyu, Yuxuan Wang, Yueming Sun, Yunqian Dai
X-ray characterization, DFT and artificial-intelligence converge to resolve the dynamic structure-property relationships that underpin HEO catalysis. We hope this review sparks wider interest in high-entropy oxides and accelerates their path from laboratory curiosity to industrial catalysts.