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Updated: Jan 9, 2026

Synthesis and Performance Characterizations of Transition Metal Single Atom Catalyst for Electrochemical CO2 Reduction
Published on: April 10, 2018
Synergistic Effects and Activity Descriptors in Double-Atom Catalysts for Electrochemical CO2 Reduction: A
Yusong Ding1,2, Dingran Duan1, Mingwei Wu1
1College of Materials Science and Engineering, Sichuan University, Chengdu 610065, China.
Abstract:
The electrochemical CO2 reduction reaction (CO2RR) using double-atom catalysts (DACs) represents a transformative approach to sustainable energy conversion and carbon mitigation. In this study, we employ density functional theory (DFT) to systematically investigate 55 homogeneous (M-M) and heterogeneous (M1-M2) diatomic catalysts supported on N-doped graphene (M1M2-NC), comprising 10 transition metals. Our screening identifies Cu-Cr, Ni-Pd, and Pd-Pd as top-performing DACs for CO and CH3OH production, while Co-Co, Fe-Fe, Cu-Cr, and Co-Cu excel in HCOOH generation via the *COOH pathway. Alternatively, the *OCHO pathway is most efficient on the Co-Ni, Cu-Cu, and Co-Pd systems. For CH4 formation, Cu-V, Cr-Cr, and V-Pd show superior activity via the *CO route, whereas Fe-Pd, Mn-Cu, Cu-Cr, and V-Pd dominate the *HCOOH pathway. These catalysts exhibit strong synergistic effects, optimal intermediate adsorption, and low energy barriers, as rationalized by key descriptors: the d-band center (εd), Bader charge (qB), adsorption energy, Gibbs free energy (ΔGmax), and crystal orbital Hamilton population (COHP). Our findings not only highlight structure-activity relationships but also provide a design framework for high-performance DACs in the CO2RR, advancing the development of graphene-based electrocatalysts.
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