Evidence map›Paper›PMID 41290687›Full record

ArticleNature communications2025

Exploring a bimetallic catalyst family for hydrogen oxidation with insights into superior activity and durability.

I-Ting Kao, Rui-Tong Kuo, Shang-Cheng Lin, Yun-Shan Tsai, Lu-Yu Chueh, Chun-Wei Chang, Kuan-Fang Lee, Liang-Ching Hsu, Jui-Tai Lin, Chia-Ying Wu and 4 more

Abstract read
PubMed Full text at PMC Publisher
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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

14 authors.

I-Ting Kao *Department of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Rui-Tong Kuo *Department of Chemical Engineering, National Cheng Kung University, Tainan, Taiwan.
Shang-Cheng Lin *Department of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Yun-Shan TsaiDepartment of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Lu-Yu ChuehDepartment of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Chun-Wei ChangDepartment of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Kuan-Fang LeeDepartment of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Liang-Ching HsuNational Synchrotron Radiation Research Center, Hsinchu, Taiwan.ORCID http://orcid.org/0000-0002-8603-9277
Jui-Tai LinDepartment of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Chia-Ying WuDepartment of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan.ORCID http://orcid.org/0000-0002-1216-2328
Chih-Wen PaoNational Synchrotron Radiation Research Center, Hsinchu, Taiwan.ORCID http://orcid.org/0000-0001-7681-4391
Yung-Tin Frank PanDepartment of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan.ORCID http://orcid.org/0000-0002-7735-673X
Hong-Kang TianDepartment of Chemical Engineering, National Cheng Kung University, Tainan, Taiwan. hktian@gs.ncku.edu.tw.ORCID http://orcid.org/0000-0002-1120-1065
Tung-Han YangDepartment of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan. tunghanyang@mx.nthu.edu.tw.ORCID http://orcid.org/0000-0002-6175-4207

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Anion exchange membrane fuel cells are limited by the slow kinetics of the alkaline hydrogen oxidation reaction (HOR). Aided by density functional theory combined with fine-tuned machine learning interatomic potential, we establish a family of bimetallic catalysts with controlled surface atomic arrangements to identify the optimal catalysts for HOR. Our theoretical analysis successfully predicts the HOR activity rankings of these catalysts, consistent with the experimental results. RuIr exhibits the highest activity, followed by PtRu, AuIr, PtRh, PtIr, PtAu, RhIr, RuRh, AuRu, and AuRh. These trends correlate with the electron-accepting tendencies and the adsorption strengths of H

Identifiers

PMID41290687
PMCPMC12647760

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.