Spin Effect Regulation as A Design Principle for M-N-C Catalysts for Oxygen Electrocatalysis

Abstract

Recent advances indicate that regulating the spin state of metal centers can markedly modulate catalytic performance, motivating interest in exploiting spin effects for the design of highly efficient oxygen electrocatalysts. However, the fundamental mechanisms linking spin state and activity remain insufficiently understood. Herein, M-N-C catalysts (M=Fe/Co/Ni) with atomically well-defined coordination environments are employed to systematically analyze spin effects on oxygen electrocatalysis, enabling precise control of the metal-center spin state via local coordination tuning. By means of density functional theory calculations and state-of-the-art microkinetic volcano modeling, we show clear scaling correlations between the spin moment of metal center and the adsorption energies of key intermediates (i.e., HO*, O*, and HOO*) of Fe/Co/Ni single-atom sites, which in turn dictate activity trends in oxygen evolution and reduction reaction (ORR and OER) activities through the modulation of the metal-center spin. Interestingly, optimal spin moments of 0.5, 1.0, and 0.65 μ_B correspond to OER, ORR, and bifunctional oxygen electrocatalysis, respectively. Leveraging the spin moment as activity descriptors, we rapidly screened spin states of Fe/Co/Ni sites on three dual-atom M-N-C frameworks and predicted highly active oxygen electrocatalysts, subsequently validated by DFT calculations. These findings establish a rapid, quantitative, spin effect-based design principle for rational development and accelerated discovery of high-performance oxygen electrocatalysts.

Supplementary files

Article information

Article type
Edge Article
Submitted
16 Jan 2026
Accepted
27 Mar 2026
First published
30 Mar 2026
This article is Open Access

All publication charges for this article have been paid for by the Royal Society of Chemistry
Creative Commons BY license

Chem. Sci., 2026, Accepted Manuscript

Spin Effect Regulation as A Design Principle for M-N-C Catalysts for Oxygen Electrocatalysis

H. Li, Z. Fu, Y. Yuan, D. Zhang, Y. Chen, H. Li and A. Cao, Chem. Sci., 2026, Accepted Manuscript , DOI: 10.1039/D6SC00439C

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