Evidence map›Paper›PMID 42042717›Full record

ArticleNanomaterials (Basel, Switzerland)2026

Synergistic Regulation of Oxygen Reduction Activity on Antimonene via Transition Metal-Nonmetal Dual-Atom Doping.

Yusong Weng, Xin Zhao, Wentao Liang, Ming Wang, Wei Deng, Xuefei Liu

Abstract read
In one paragraph

Article in Nanomaterials (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Yusong WengSchool of Physics and Electronic Science, Guizhou Normal University, Guiyang 550025, China.
Xin ZhaoSchool of Physics and Electronic Science, Guizhou Normal University, Guiyang 550025, China.
Wentao LiangSchool of Physics and Electronic Science, Guizhou Normal University, Guiyang 550025, China.
Ming WangSchool of Physics and Electronic Science, Guizhou Normal University, Guiyang 550025, China.
Wei DengGuizhou Yiyun New Materials Technology Co., Ltd., Guiyang 561113, China.ORCID 0000-0001-9781-3101
Xuefei LiuSchool of Physics and Electronic Science, Guizhou Normal University, Guiyang 550025, China.ORCID 0000-0003-0154-474X

Funding

Construction of Key Technology Innovation Talent Team for Micro-Nano Information Devices and Integrated Circuits in Guizhou Province BQW[2024]014Functional Materials and Devices Technology Innovation Team of Guizhou Province University Qian Jiaoji [2023]058Guizhou Province High-Level Talent Cultivation Support Program for Scientific and Technological Innovation Talents (Qian Association for Science and Technology) KJLYRC [2026] No. 128Guizhou Provincial Basic Research Program (Key Project) QKHJC-ZD (2026) 110Guizhou Provincial Graduate Research Fund 2024YJSKYJJ194Guizhou Provincial Science and Technology Foundation ZK[2023]255Guizhou Provincial Science and Technology Program (Major Project) QKH-ZD [2025] 021Guizhou Provincial Science and Technology Projects qiankehezhichengDXGA[2025]yiban014Guizhou Provincial Scientists Workstation of Photovoltaic Materials and Devices KXJZ[2024]031Guizhou Science and Technology Cooperation Platform SSYS [2025] Key Program 005National Natural Science Foundation of China 12304259, 62465006
6 · The paper itself

Abstract

Two-dimensional antimonene has recently emerged as a promising electrocatalytic platform; however, its oxygen reduction reaction (ORR) activity and modulation strategies remain largely unexplored. Herein, density functional theory (DFT) calculations are employed to systematically investigate ORR catalysis on antimonene co-doped with transition metal (TM) and nonmetal (C, P) dual atoms. The results reveal that Pd@C-Sb, Pt@C-Sb, and Pd@P-Sb exhibit remarkably enhanced ORR activity, delivering low overpotentials of 0.31 V, 0.32 V, and 0.38 V, respectively, significantly outperforming their single-atom-doped counterparts. Mechanistic analyses demonstrate that nonmetal dopants induce strong synergistic interactions with TM centers, leading to charge redistribution and effective regulation of the TM d-band center, which optimizes the adsorption energetics of key ORR intermediates. Notably, the number of d-electrons of TM atoms is identified as a reliable electronic descriptor governing intermediate binding strength and catalytic activity. Furthermore, ab initio molecular dynamics simulations confirm the excellent thermodynamic stability of the optimized dual-atom catalysts. This work elucidates the atomic-scale origin of synergistic enhancement in dual-atom-doped antimonene and provides a rational design strategy for high-performance ORR electrocatalysts based on two-dimensional main-group materials.

Indexed as

antimonenedensity functional theory (DFT)dual-atom co-dopingoxygen reduction reaction (ORR)synergistic effect

Identifiers

PMID42042717
PMCPMC13119440

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.