Stability is a critical factor for the practical application of catalysts. Surface engineering can enhance stability by creating protective coatings that prevent oxidation, sintering, or leaching of active components. Additionally, doping can stabilize the catalyst structure by reducing the mobility of atoms at high temperatures.