化学
解耦(概率)
催化作用
限制
统计物理学
生物系统
选择性
化学物理
合理设计
本质安全
机制(生物学)
航程(航空)
纳米技术
多相催化
热力学
工作(物理)
计算化学
光学(聚焦)
定义明确
想象
维数之咒
各向异性
作者
Yuxiao Meng,Yu Cui,Linfeng Fan,Chunjin Ren,Haona Zhang,Xiuyun Zhang,Qiang Li,Chongyi Ling,Jinlan Wang
摘要
Descriptors that link the microscopic structure to macroscopic performance provide a foundation for rational catalyst design. However, most existing descriptors focus primarily on static intrinsic properties, limiting their ability to describe apparent activity under working conditions. Here, we propose a physically grounded descriptor for the potential-dependent electrocatalytic performance of single-atom catalysts (SACs) in CO 2 reduction. This descriptor captures the static electronic structure of SACs and their dynamic response to applied potential, explicitly decoupling and quantifying their respective contributions to the reaction thermodynamics and kinetics. By integrating this descriptor into a microkinetic framework, we establish a direct connection between readily accessible parameters and emergent catalytic behavior across a broad range of SACs under different potentials in excellent agreement with experimental measurements. Beyond predictive capability, it offers mechanistic insights into fundamental catalytic behavior, including quantifying the catalyst- and potential-dependent roles of intrinsic and external effects, group-dependent selectivity trends, valence-dependent potential response, dynamic restructuring of active sites, and the intrinsic trade-off among activity, selectivity, and stability. Overall, this physically interpretable descriptor decodes the structure–performance relation of SACs under operating conditions, where the insights revealed offer fundamental principles for future experimental discovery.
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