ReviewChemical science2026
Pre-catalysts for the hydrogen evolution reaction: from dynamic reconstruction to rational design.
Xin Zhang, Jinrui Hu, Xinyi Yao, Wei Yan, Linda Zhang, Yawen Tang, Meng Li, Hao Li, Gengtao Fu
Abstract readReview
In one paragraphReview 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
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0citing papers in PubMed
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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 registryThe trial behind it
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3 · Its place in the literatureWho cites it
0 citing papers in PubMed.
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4 · The recordCorrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
5 · Who and what moneyAuthors and funding
9 authors.
Xin ZhangJiangsu Key Laboratory of Long-duration Energy Storage Battery Technology, Jiangsu Collaborative Innovation Center of Biomedical Functional Materials, Jiangsu Key Laboratory of Micro Nano Sensing and Separation Science for Analytical Chemistry, School of Chemistry and Materials Science, Nanjing Normal University Nanjing 210023 China limeng@njnu.edu.cn gengtaofu@njnu.edu.cn.
Jinrui HuJiangsu Key Laboratory of Long-duration Energy Storage Battery Technology, Jiangsu Collaborative Innovation Center of Biomedical Functional Materials, Jiangsu Key Laboratory of Micro Nano Sensing and Separation Science for Analytical Chemistry, School of Chemistry and Materials Science, Nanjing Normal University Nanjing 210023 China limeng@njnu.edu.cn gengtaofu@njnu.edu.cn.
Xinyi YaoJiangsu Key Laboratory of Long-duration Energy Storage Battery Technology, Jiangsu Collaborative Innovation Center of Biomedical Functional Materials, Jiangsu Key Laboratory of Micro Nano Sensing and Separation Science for Analytical Chemistry, School of Chemistry and Materials Science, Nanjing Normal University Nanjing 210023 China limeng@njnu.edu.cn gengtaofu@njnu.edu.cn.
Wei YanJiangsu Key Laboratory of Long-duration Energy Storage Battery Technology, Jiangsu Collaborative Innovation Center of Biomedical Functional Materials, Jiangsu Key Laboratory of Micro Nano Sensing and Separation Science for Analytical Chemistry, School of Chemistry and Materials Science, Nanjing Normal University Nanjing 210023 China limeng@njnu.edu.cn gengtaofu@njnu.edu.cn.
Yawen TangJiangsu Key Laboratory of Long-duration Energy Storage Battery Technology, Jiangsu Collaborative Innovation Center of Biomedical Functional Materials, Jiangsu Key Laboratory of Micro Nano Sensing and Separation Science for Analytical Chemistry, School of Chemistry and Materials Science, Nanjing Normal University Nanjing 210023 China limeng@njnu.edu.cn gengtaofu@njnu.edu.cn.ORCID https://orcid.org/0000-0003-4468-0821 Meng LiJiangsu Key Laboratory of Long-duration Energy Storage Battery Technology, Jiangsu Collaborative Innovation Center of Biomedical Functional Materials, Jiangsu Key Laboratory of Micro Nano Sensing and Separation Science for Analytical Chemistry, School of Chemistry and Materials Science, Nanjing Normal University Nanjing 210023 China limeng@njnu.edu.cn gengtaofu@njnu.edu.cn.
Gengtao FuJiangsu Key Laboratory of Long-duration Energy Storage Battery Technology, Jiangsu Collaborative Innovation Center of Biomedical Functional Materials, Jiangsu Key Laboratory of Micro Nano Sensing and Separation Science for Analytical Chemistry, School of Chemistry and Materials Science, Nanjing Normal University Nanjing 210023 China limeng@njnu.edu.cn gengtaofu@njnu.edu.cn.ORCID https://orcid.org/0000-0003-0411-645X Funding
No grant is acknowledged in the PubMed record.
6 · The paper itselfAbstract
The hydrogen evolution reaction (HER) is central to green hydrogen production, yet its sluggish kinetics impose a fundamental limit on energy conversion efficiency. Catalyst design is undergoing a paradigm shift from static optimization toward dynamic control, as the catalytically active phase often emerges
Identifiers
PMID42707473
PMCPMC13548199
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