Supported metal catalysts are pivotal in the chemical industry, but achieving high activity while maintaining atomically dispersed status to maximize atom efficiency under harsh conditions remains a formidable challenge. In this study, we present a synthetic strategy to enhance the stability of ceria-supported Pt catalysts by coating them with an inert layer of boron nitride (Pt1/CeO2@BN). The BN layer serves to stabilize and modulate the dispersion and electronic state of Pt species, as well as the oxygen vacancy concentration of CeO2. Consequently, the Pt1/CeO2@BN catalyst maintained the atomically dispersed status of Pt species under high-temperature oxidative (900 °C for 3.5 h in air) and reductive (1000 °C for 1 h in H2) conditions and increased the turnover frequency for CO oxidation by four times at 140 °C. Our work offers a valuable strategy to enhance the thermal stability of supported metal catalysts under harsh reaction conditions.
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