Data-driven structural angle mining elucidates hidden design rules for hydrogen evolution single-atom electrocatalysts.

Bingqing Ge, Yang Chen, Yidi Wu, Fenfei Wei, Fengyu Li, Lulu Chen, Jian Lin, Xianzhi Fu, Sen Lin

Abstract read

In one paragraph

Article in Chemical science, 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

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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

9 authors.

Bingqing GeState Key Laboratory of Chemistry for NBC Hazards Protection, College of Chemistry, Fuzhou University Fuzhou 350116 China slin@fzu.edu.cn.

Yang ChenCAS Key Laboratory of Science and Technology on Applied Catalysis, Dalian Institute of Chemical Physics, Chinese Academy of Sciences Dalian 116023 China jianlin@dicp.ac.cn.ORCID https://orcid.org/0000-0002-9772-8692

Yidi WuState Key Laboratory of Chemistry for NBC Hazards Protection, College of Chemistry, Fuzhou University Fuzhou 350116 China slin@fzu.edu.cn.

Fenfei WeiState Key Laboratory of Photocatalysis on Energy and Environment, College of Chemistry, Fuzhou University Fuzhou 350002 China.

Fengyu LiResearch Center for Quantum Physics and Technologies, School of Physical Science and Technology, Inner Mongolia University Hohhot 010021 China.ORCID https://orcid.org/0000-0002-9483-8554

Lulu ChenState Key Laboratory of Chemistry for NBC Hazards Protection, College of Chemistry, Fuzhou University Fuzhou 350116 China slin@fzu.edu.cn.

Jian LinCAS Key Laboratory of Science and Technology on Applied Catalysis, Dalian Institute of Chemical Physics, Chinese Academy of Sciences Dalian 116023 China jianlin@dicp.ac.cn.ORCID https://orcid.org/0000-0002-1084-7446

Xianzhi FuState Key Laboratory of Chemistry for NBC Hazards Protection, College of Chemistry, Fuzhou University Fuzhou 350116 China slin@fzu.edu.cn.

Sen LinState Key Laboratory of Chemistry for NBC Hazards Protection, College of Chemistry, Fuzhou University Fuzhou 350116 China slin@fzu.edu.cn.ORCID https://orcid.org/0000-0002-2288-5415

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Structural distortions in modified two-dimensional transition metal dichalcogenides (MX

Identifiers

PMID42266903

DOI10.1039/d6sc01740a

PMCPMC13245808

What OpenQuestion holds

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LicenceCC BY-NC

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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.