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Updated: Jul 15, 2026

Synthesis and Performance Characterizations of Transition Metal Single Atom Catalyst for Electrochemical CO2 Reduction
Published on: April 10, 2018
Hybrid double-atom catalysts for the carbon monoxide reduction reaction: multiscale coupling of active site
Zhongwei Wang1, Jinhua Zhang1, Junfeng Huang1
1State Key Laboratory of Natural Product Chemistry, College of Chemistry and Chemical Engineering, School of Materials and Energy, Lanzhou University Lanzhou 730000 China wangyt19@lzu.edu.cn huali@lzu.edu.cn xucl@lzu.edu.cn.
Abstract:
Hybrid double-atom catalysts (HDACs) provide a versatile platform to steer the carbon monoxide reduction reaction (CORR) toward C2 products. However, the underlying principles connecting atomic-site electronics, electrolyte microenvironments and selectivity remain unclear. This work develops a mechanistic picture for carbon nitride (CN)-supported HDACs composed of 3d-metal and p-block-element dual centers by integrating density functional theory (DFT), ab initio molecular dynamics (AIMD), constant-potential simulations, and interpretable machine learning. Screening 36 HDACs identified stable dual centers with continuously tunable CO binding, which is governed by the d/p-band centers, metal-carbon bonding and adsorption-induced charge transfer. Mechanistic and constant-potential analyses reveal an intermediate dimer-strength regime and an operating window of around -0.4 V vs. RHE, where C-C coupling and proton-coupled electron transfer (PCET) kinetics are optimally aligned on NiB@CN. Explicit electrolyte modeling further shows that cation hydration, interfacial hydrogen-bond networks, and water orientation influence the balance between early *CO hydrogenation and *CO dimerization, with K+ giving the most favorable conditions among the modeled cations under the present computational conditions. Finally, an interpretable model built on ΔG *CO, the metal-carbon bond length, and a quantitative charge-transfer metric captures the descriptor-activity trend within the present HDAC dataset and serves as a preliminary prescreening aid within this chemical space.
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