Evidence map›Paper›PMID 41238937›Full record

ArticleNature materials2026

Scalable ruthenium core-shell hydrogen catalyst for efficient and robust proton-exchange membrane electrolyser.

Jinze Li, Haiyang Cheng, Yining Sun, Rongzhi Ma, Danning Li, Yanchun Xu, Jiahao Jin, Xin Liu, Mingfei Shao, Lei Wang

Abstract read
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In one paragraph

Article in Nature materials, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Article
  5. Article
  6. Linking Synthetic Materials Chemistry to Electrocatalytic Performance.Angewandte Chemie (International ed. in English) · 2026
    Review
  7. Article
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

10 authors.

Jinze Li *State Key Laboratory of Chemical Resource Engineering, Beijing University of Chemical Technology, Beijing, China.
Haiyang Cheng *Key Laboratory of Engineering Dielectric and Applications (Ministry of Education), School of Electrical and Electronic Engineering, Harbin University of Science and Technology, Harbin, China.
Yining SunState Key Laboratory of Chemical Resource Engineering, Beijing University of Chemical Technology, Beijing, China.
Rongzhi MaKey Laboratory of Engineering Dielectric and Applications (Ministry of Education), School of Electrical and Electronic Engineering, Harbin University of Science and Technology, Harbin, China.
Danning LiDepartment of Chemical and Biomolecular Engineering, National University of Singapore, Singapore, Singapore.
Yanchun XuState Key Laboratory of Chemical Resource Engineering, Beijing University of Chemical Technology, Beijing, China.
Jiahao JinState Key Laboratory of Chemical Resource Engineering, Beijing University of Chemical Technology, Beijing, China.
Xin LiuKey Laboratory of Engineering Dielectric and Applications (Ministry of Education), School of Electrical and Electronic Engineering, Harbin University of Science and Technology, Harbin, China. liu.xin@hrbust.edu.cn.ORCID http://orcid.org/0000-0003-1871-9323
Mingfei ShaoState Key Laboratory of Chemical Resource Engineering, Beijing University of Chemical Technology, Beijing, China. shaomf@mail.buct.edu.cn.ORCID http://orcid.org/0000-0002-6461-623X
Lei WangDepartment of Chemical and Biomolecular Engineering, National University of Singapore, Singapore, Singapore. wanglei8@nus.edu.sg.ORCID http://orcid.org/0000-0002-1931-7767

Funding

Agency for Science, Technology and Research (A*STAR) U2102d2002National Natural Science Foundation of China (National Science Foundation of China) 22090031National Natural Science Foundation of China (National Science Foundation of China) 52307237National Research Foundation Singapore (National Research Foundation-Prime Minister's office, Republic of Singapore) NRF-NRFF13-2021-0007
6 · The paper itself

Abstract

The reliance on platinum-based hydrogen catalysts in proton-exchange membrane water electrolysers compromises cost efficiency. Here we develop a non-platinum catalyst composite featuring a ruthenium oxide (RuO

Identifiers

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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.