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Reactant-dependent volcano trends in Pt-catalyzed cycloalkane dehydrogenation: orbital hybridization-guided design of active sites

Yongxiao Tuo, Jifeng Qu, Huailu Sun, Qing Lu, Bin Wang, Hongwei Gai, Defu Yin, Xiang Feng, De Chen

2025Nature Communications6 citationsDOIOpen Access PDF

Abstract

Abstract Catalyst design is often reaction-specific due to the lack of universal descriptors linking molecular structures to optimal active-site configurations. Here, we uncover a reactant-dependent volcano relationship in Pt-catalyzed dehydrogenation, governed by the Pt-Pt coordination number (CN Pt-Pt ). Using a tunable Pt/MgAl 2 O 4 system, we identify optimal CN Pt-Pt values of ~2.5, ~4.7, and ~7.0 for cyclohexane, methylcyclohexane, and decalin, respectively. This activity trend is explained by an orbital hybridization-guided mechanism, where optimal activity emerges from a balance between C-H bond activation and product desorption, mediated by the interactions between Pt d-orbitals and the π* orbitals of dehydrogenated intermediates. We introduce the LUMO energy of aromatic products as a universal electronic descriptor that serves as a proxy for π* orbital energy. LUMO energy shows strong linear correlations with the d-band center of Pt at the optimal CN Pt-Pt , enabling rational tuning of electronic interactions across diverse reactants. The optimized Pt/MgAl 2 O 4 catalyst delivers 2-3 times higher activity with >100 h stability under industrial conditions at only 300 o C, offering a robust strategy for hydrogen release and active-site engineering in dehydrogenation catalysis.

Topics & Concepts

CatalysisHOMO/LUMOAtomic orbitalRational designDehydrogenationVolcanoChemical physicsPolyhedronChemistryDensity functional theoryHybrid functionalHydrogen bondElectronic structureAnnulationMaterials sciencePhysicsComputational chemistryOrbital mechanicsCycloalkaneStability (learning theory)Coordination numberNanotechnologyComputer scienceMolecular orbitalActivation energyAsymmetric Hydrogenation and CatalysisHybrid Renewable Energy SystemsHydrogen Storage and Materials