Atomically tailored non-noble metal-based catalysts toward efficient propane dehydrogenation

characterization, and machine-learning-assisted high-throughput screening are identified as promising approaches to accelerate the development and industrial deployment of high-performance non-noble metal-based PDH catalysts. This review aims to provide a comprehensive perspective to guide the design of efficient, stable and sustainable PDH catalysts.