Evidence map›Paper›PMID 42002571›Full record

ArticleNature communications2026

Vertically stacked immobilized photocatalyst devices towards land-efficient solar hydrogen production.

Yu-En Sun, Wei-Cheng Lin, Hsin-Ni Huang, Tse-Fu Huang, Ying-Rang Zhuang, Yi-Chan Huang, Bing-Heng Li, Wen-Yan Chang, Jui-Chen Yen, Hung-Kai Hsu and 13 more

Abstract read
In one paragraph

Article in Nature communications, 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

Who cites it

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

23 authors.

Yu-En Sun *Department of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Wei-Cheng Lin *Department of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan. weicheng.lin@mx.nthu.edu.tw.ORCID http://orcid.org/0000-0001-5001-1793
Hsin-Ni HuangDepartment of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Tse-Fu HuangDepartment of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan.ORCID http://orcid.org/0000-0003-3088-1374
Ying-Rang ZhuangDepartment of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Yi-Chan HuangDepartment of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Bing-Heng LiDepartment of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Wen-Yan ChangDepartment of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Jui-Chen YenInstitute of Photonics Technologies & Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Hung-Kai HsuInstitute of Photonics Technologies & Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Chun-Hao LiInstitute of Photonics Technologies & Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Chih-Hsuan LuInstitute of Photonics Technologies & Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Bo-Han ChenInstitute of Photonics Technologies & Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Kai ChenRobinson Research Institute, Faculty of Engineering, Victoria University of Wellington, Wellington, New Zealand.
Chieh-Sheng WangQnity Electronics Inc., Metrology & Reliability Lab, Hsinchu, Taiwan.
Ho-Chen HsiehQnity Electronics Inc., Metrology & Reliability Lab, Hsinchu, Taiwan.
Chun-Ying TsaiQnity Electronics Inc., Metrology & Reliability Lab, Hsinchu, Taiwan.
Rou-Han LaiDepartment of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Chun-Hsien ChenDepartment of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Soorathep KheawhomDepartment of Chemical Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok, Thailand.ORCID http://orcid.org/0000-0002-3129-2750
Jen-Huang HuangDepartment of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan.ORCID http://orcid.org/0000-0002-3086-5094
Shang-Da YangInstitute of Photonics Technologies & Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan.ORCID http://orcid.org/0000-0003-3151-0700
Ho-Hsiu ChouDepartment of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan. hhchou@mx.nthu.edu.tw.ORCID http://orcid.org/0000-0003-3777-2277

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Thin-film architectures offer a scalable strategy for photocatalytic hydrogen production but are often limited by weak interfacial adhesion, inefficient charge transport, and restricted land-use efficiency. Here, we report a swellable polymer matrix platform that immobilizes conjugated polymer photocatalysts and enables vertical integration into a three-dimensional stacking architecture. Immobilization within a flexible and transparent matrix enhances interfacial adhesion, charge transfer, and solvent accessibility without rigid substrates. The resulting films exhibit improved hydrogen evolution rates relative to thin-film configurations, supported by spectroscopic measurements that reveal efficient charge carrier generation and reduced recombination. The films also demonstrate sustained mechanical integrity and operational stability. Vertical stacking increases hydrogen production per unit area, and spectral splitting using complementary absorbers further improves performance relative to bulk-mixed systems. In this work, we show that polymer immobilization combined with vertical integration provides a practical route to improving land-use efficiency in solar hydrogen production.

Identifiers

PMID42002571
PMCPMC13279800

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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.