化学
催化作用
活动站点
选择性
密度泛函理论
电化学
吸附
氢
水煤气变换反应
氧化还原
化学物理
计算化学
物理化学
无机化学
电极
有机化学
作者
Yulan Han,Wei Yu,Anubhav Goswami,Anastassia N. Alexandrova
摘要
Understanding and designing active sites in single-atom catalysts (SACs) requires going beyond static models to capture their dynamic evolution under realistic electrochemical conditions. Here, we develop an integrated theoretical framework that accounts for operational conditions, by combining grand canonical density functional theory (GC-DFT) with machine-learning-accelerated sampling, to uncover structure-activity-stability relationships in Ni-N-C SACs for the CO2 reduction reaction (CO2RR). A library of NiNxC4-x (x = 0-4) motifs─representing coordination defects likely formed during high-temperature synthesis─was systematically evaluated. Under working conditions, these sites were found to undergo hydrogenation, and NiN3C1_H1 was identified as the most probable active site. At reducing potentials, hydrogen adsorbs spontaneously at C-Ni bridge sites rather than Ni top sites, while subsurface hydrogen facilitates bent CO2 adsorption crucial for activation. High CO2RR selectivity toward CO arises from site separation: Ni centers drive CO2RR, while the hydrogen evolution reaction (HER) occurs at the C-Ni bridge or N sites and from thermodynamic suppression of HER at moderate hydrogen coverage. At more negative potentials, a shift in the CO2RR rate-determining process (RDP) and Ni out-of-surface displacement induced by coadsorption of H and H2O jointly reduce activity and selectivity. Thus, both the high CO2RR selectivity of Ni-N-C catalysts and its reversal with more negative potentials can be rationalized by accounting for hydrogenated surfaces. This highlights the necessity of modeling realistic; in situ conditions. This framework provides generalizable insights into the dynamic behavior of active sites in SACs, offering guidance for the rational design of active and robust catalysts for a wide range of electrochemical reactions.
科研通智能强力驱动
Strongly Powered by AbleSci AI