Issue 36, 2025

A theoretical study on doping Pd-like superatoms into defective graphene quantum dots: an efficient strategy to design single superatom catalysts for the Suzuki reaction

Abstract

The rational design of non-precious metal catalysts as a replacement for Pd is of great importance for catalyzing various important chemical reactions. To realize this purpose, the palladium-like superatom NbN was doped into a defective graphene quantum dot (GQD) model with a double-vacancy site to design a novel single superatom catalyst, namely, NbN@GQD, based on density functional theory (DFT), and its catalytic activity for the Suzuki reaction was theoretically investigated. Our results reveal that this designed catalyst exhibits satisfactory activity with a small rate-limiting energy barrier of 25.7 kcal mol−1, which is comparable to that (22.8 kcal mol−1) of the commonly used Pd(PPh3)2 catalyst. In addition, the size and substituent effects of the GQD support on the catalytic activity of NbN@GQDs were systematically studied. It is found that increasing the GQD size slightly reduced the rate-limiting energy barrier to 24.1 kcal mol−1 for the Suzuki reaction, whereas the introduction of electron-withdrawing groups at the edge of the GQD significantly enhanced it. Furthermore, progressively increasing the number of electron-withdrawing groups gradually improved the catalytic performance of NbN@GQD-(NO2)n with a low energy barrier of 19.3 kcal mol−1. Thus, this study presents a rational strategy to design single superatom catalysts by doping noble metal-like superatoms into defective GQDs of different sizes or even a large-sized graphene.

Graphical abstract: A theoretical study on doping Pd-like superatoms into defective graphene quantum dots: an efficient strategy to design single superatom catalysts for the Suzuki reaction

Supplementary files

Article information

Article type
Paper
Submitted
27 Jun 2025
Accepted
29 Aug 2025
First published
29 Aug 2025

Nanoscale, 2025,17, 20924-20934

A theoretical study on doping Pd-like superatoms into defective graphene quantum dots: an efficient strategy to design single superatom catalysts for the Suzuki reaction

Z. Zhang, Z. Ling, S. Huang and W. Sun, Nanoscale, 2025, 17, 20924 DOI: 10.1039/D5NR02730F

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