Enhanced electrocatalytic activity for nitrobenzene reduction via p–d orbital hybridization in single- and dual-atom catalysis

Abstract

Aniline (PhNH2) is usually prepared via the hydrogenation of nitrobenzene (PhNO2) under high-temperature and high-pressure conditions. Consequently, the development of electrocatalytic PhNO2 hydrogenation catalysts with high activity under mild conditions is of great significance for the green preparation of PhNH2 and for electrochemical energy storage applications. In this paper, a series of single-atom catalysts and the corresponding dual-atom catalysts were designed to explore the electrocatalytic reduction mechanism of PhNO2 and to screen the optimal catalyst. First, 14 types of transition-metal single-atom catalysts (SACs; Co, Cu, Ni, Fe, Pd, Au, Ag, Cd, Ir, Mo, Rh, Mn, Zn, and Cr) were supported on nitrogen-doped graphene to theoretically screen their electrocatalytic performance for PhNO2 hydrogenation using density functional theory (DFT). Among these, the Co SAC showed the highest catalytic activity and selectivity. Second, 10 kinds of N-doped graphene-supported Co–M–N6V4–G dual-atom catalysts [M = Al, Ga, Ge, In, Sn, Sb, Tl, Pb, Bi, and Co] were designed to explore the synergistic effect of the diatomic sites. The screened Co–Bi–N6V4–G catalyst exhibited the best catalytic activity and selectivity based on structural stability, free energy diagrams, limiting voltage, and the hydrogen evolution reaction. Third, electronic structure analysis of the dual-atom catalyst showed that the improved performance of the catalyst is due to the regulation of the interaction between nitrobenzene and the catalyst via the p–d orbital hybridization in Co–Bi–N6V4–G. This study provides a new theoretical method for the design of dual-atom catalysts at the atomic orbital level.

Graphical abstract: Enhanced electrocatalytic activity for nitrobenzene reduction via p–d orbital hybridization in single- and dual-atom catalysis

Supplementary files

Article information

Article type
Paper
Submitted
04 Nov 2025
Accepted
06 Jan 2026
First published
07 Jan 2026

Nanoscale, 2026, Advance Article

Enhanced electrocatalytic activity for nitrobenzene reduction via p–d orbital hybridization in single- and dual-atom catalysis

M. Liu, Y. Yang, X. Gong, Y. Yu, X. Song and K. Xie, Nanoscale, 2026, Advance Article , DOI: 10.1039/D5NR04666A

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