Evidence map›Paper›PMID 39843478›Full record

ArticleNature communications2025

Separating nanobubble nucleation for transfer-resistance-free electrocatalysis.

Shasha Guo, Maolin Yu, Jinn-Kye Lee, Mengyi Qiu, Dundong Yuan, Zhili Hu, Chao Zhu, Yao Wu, Zude Shi, Wei Ma and 5 more

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
  2. Reply to Lü: Aerophilic interfaces across scales.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Review
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

15 authors.

Shasha Guo *Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY, USA.ORCID http://orcid.org/0000-0002-8716-7414
Maolin Yu *State Key Laboratory of Mechanics and Control for Aerospace Structures, Key Laboratory for Intelligent Nano Materials and Devices of Ministry of Education, and Institute for Frontier Science, Nanjing University of Aeronautics and Astronautics, Nanjing, China.
Jinn-Kye Lee *School of Chemistry, Chemical Engineering and Biotechnology, Nanyang Technological University, Singapore, Singapore.
Mengyi Qiu *College of Chemistry and Chemical Engineering, Hunan University, Changsha, China.
Dundong YuanSEU-FEI Nano-Pico Center, Key Lab of MEMS of Ministry of Education, School of Electronic Science and Engineering, Southeast University, Nanjing, China.
Zhili HuState Key Laboratory of Mechanics and Control for Aerospace Structures, Key Laboratory for Intelligent Nano Materials and Devices of Ministry of Education, and Institute for Frontier Science, Nanjing University of Aeronautics and Astronautics, Nanjing, China.
Chao ZhuSEU-FEI Nano-Pico Center, Key Lab of MEMS of Ministry of Education, School of Electronic Science and Engineering, Southeast University, Nanjing, China.
Yao WuSchool of Materials Science and Engineering, Nanyang Technological University, Singapore, Singapore.ORCID http://orcid.org/0009-0005-1423-7097
Zude ShiCollege of Chemistry and Chemical Engineering, Hunan University, Changsha, China.
Wei MaSchool of Materials Science and Engineering, Nanyang Technological University, Singapore, Singapore.
Shuangyin WangCollege of Chemistry and Chemical Engineering, Hunan University, Changsha, China.ORCID http://orcid.org/0000-0001-7185-9857
Yongmin HeCollege of Chemistry and Chemical Engineering, Hunan University, Changsha, China. ymhe@hnu.edu.cn.ORCID http://orcid.org/0000-0002-9347-930X
Zhengyang ZhangSchool of Chemistry, Chemical Engineering and Biotechnology, Nanyang Technological University, Singapore, Singapore. zhang.zy@ntu.edu.sg.ORCID http://orcid.org/0000-0002-2664-4432
Zhuhua ZhangState Key Laboratory of Mechanics and Control for Aerospace Structures, Key Laboratory for Intelligent Nano Materials and Devices of Ministry of Education, and Institute for Frontier Science, Nanjing University of Aeronautics and Astronautics, Nanjing, China. chuwazhang@nuaa.edu.cn.ORCID http://orcid.org/0000-0001-6406-0959
Zheng LiuSchool of Materials Science and Engineering, Nanyang Technological University, Singapore, Singapore. z.liu@ntu.edu.sg.ORCID http://orcid.org/0000-0002-8825-7198

Funding

A*STAR | Singapore Institute of Manufacturing Technology (Singapore Institute of Manufacturing Technology - A STAR) AME YIRG grant No. A2084c0065A*STAR | Singapore Institute of Manufacturing Technology (Singapore Institute of Manufacturing Technology - A STAR) MTC IRG No. M21K2c0110Ministry of Education - Singapore (MOE) AcRF MOE2019-T2-2-105Ministry of Education - Singapore (MOE) AcRF Tier1 RG10/20Ministry of Education - Singapore (MOE) AcRF Tier 1 RG7/21Ministry of Education - Singapore (MOE) EDUNC-33-18-279-V12Ministry of Education - Singapore (MOE) RG60/21National Natural Science Foundation of China (National Science Foundation of China) 12202194National Natural Science Foundation of China (National Science Foundation of China) 1221101035National Natural Science Foundation of China (National Science Foundation of China) 12225205National Natural Science Foundation of China (National Science Foundation of China) 22073048National Natural Science Foundation of China (National Science Foundation of China) T2293691Natural Science Foundation of Jiangsu Province (Jiangsu Provincial Natural Science Foundation) BK20220875Postdoctoral Research Foundation of China (China Postdoctoral Research Foundation) 2023M731669
6 · The paper itself

Abstract

Electrocatalytic gas-evolving reactions often result in bubble-covered surfaces, impeding the mass transfer to active sites. Such an issue will be worsened in practical high-current-density conditions and can cause sudden cell failure. Herein, we develop an on-chip microcell-based total-internal-reflection-fluorescence-microscopy to enable operando imaging of bubbles at sub-50 nm and dynamic probing of their nucleation during hydrogen evolution reaction. Using platinum-interfacial metal layer-graphene as model systems, we demonstrate that the strong binding energy between interfacial metal layer and graphene-evidenced by a reduced metal-support distance and enhanced charge transfer-facilitates hydrogen spillover from platinum to the graphene support due to lower energy barriers compared to the platinum-graphene system. This results in the spatial separation of bubble nucleation from the platinum surface, notably enhancing catalytic activity, as demonstrated in both microcell and polymer electrolyte membrane cell experiments. Our findings offer insights into bubble nucleation control and the design of electrocatalytic interfaces with minimized transfer resistance.

Identifiers

PMID39843478
PMCPMC11754753

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Registered trials

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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.