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Research Article | Open Access

Shedding light on the effect of pore orientation on hydrogenation over carbon-supported single-atom catalysts

Yangyang Fan1Jianfei Dang1Miao Jin1Kaiwei Liu2Yajing Han3Liqiang Wang1 ( )
School of Material Science and Engineering, Zhengzhou University, Zhengzhou 450001, China
Shanghai Space Propulsion Technology Research Institute, Shanghai 201108, China
College of Advanced Interdisciplinary Science and Technology (CAIST), Henan University of Technology, Zhengzhou 450001, China
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Abstract

Rational control of pore orientation holds great potential to enhance mass transfer in carbon-supported single-atom catalysts (SACs), thereby increasing single-atom site utilization and catalytic performance; however, this strategy remains underexplored in catalytic hydrogenation reactions. In this paper, cobalt single-atom catalysts supported on oriented porous carbon (Co-SAC/OPC) and cobalt single-atom catalysts supported on non-oriented porous carbon (Co-SAC/NOPC) were synthesized using the hard-template method, and their performance in hydrogenation reactions was systematically investigated using 1-chloro-4-nitrobenzene (p-CNB) hydrogenation as a model reaction. Results from experiments (diffusion, substrate size-dependent conversion, and recycling) and finite-element analysis show that oriented pores facilitate p-CNB diffusion more effectively than non-oriented pores. This faster transfer enhances the accessibility and utilization of single-atom cobalt sites, resulting in significantly improved hydrogenation performance of Co-SAC/OPC. This work establishes a general strategy for enhancing the performance of carbon-supported single-atom catalysts in hydrogenation catalysis and related reactions.

Graphical Abstract

Pore orientation can modulate the catalytic performance of carbon-supported single-atom catalysts by regulating mass transfer. Compared with non-ordered pore architectures, cobalt single-atom catalysts anchored on oriented porous carbon exhibit higher activity in the hydrogenation of nitro compounds.

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Nano Research
Article number: 94908540

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Cite this article:
Fan Y, Dang J, Jin M, et al. Shedding light on the effect of pore orientation on hydrogenation over carbon-supported single-atom catalysts. Nano Research, 2026, 19(7): 94908540. https://doi.org/10.26599/NR.2026.94908540
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Received: 23 December 2025
Revised: 27 January 2026
Accepted: 04 February 2026
Published: 27 May 2026
© The Author(s) 2026. Published by Tsinghua University Press.

This is an open access article under the terms of the Creative Commons Attribution 4.0 International License (CC BY 4.0, https://creativecommons.org/licenses/by/4.0/).