Evidence map›Paper›PMID 40137613›Full record

ArticleNanomaterials (Basel, Switzerland)2025

Thermo-Optic Nanomaterial Fiber Hydrogen Sensor.

Xuhui Zhang, Liang Guo, Xinran Wei, Qiang Liu, Yuzhang Liang, Junsheng Wang, Wei Peng

Abstract read
In one paragraph

Article in Nanomaterials (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

7 authors.

Xuhui ZhangLiaoning Key Laboratory of Marine Sensing and Intelligent Detection, Dalian Maritime University, Dalian 116026, China.ORCID 0000-0002-6822-8744
Liang GuoLiaoning Key Laboratory of Marine Sensing and Intelligent Detection, Dalian Maritime University, Dalian 116026, China.ORCID 0009-0003-0360-1557
Xinran WeiSchool of Physics, Dalian University of Technology, Dalian 116024, China.ORCID 0000-0001-6216-640X
Qiang LiuSchool of Computer and Electronic Information, Nanjing Normal University, Nanjing 210023, China.ORCID 0000-0001-8912-8286
Yuzhang LiangSchool of Physics, Dalian University of Technology, Dalian 116024, China.
Junsheng WangLiaoning Key Laboratory of Marine Sensing and Intelligent Detection, Dalian Maritime University, Dalian 116026, China.ORCID 0000-0002-3220-3852
Wei PengSchool of Physics, Dalian University of Technology, Dalian 116024, China.

Funding

Bolian Research Funds of Dalian Maritime University 3132024605Dalian high-level Talents Innovation Support Plan 2019RJ08Dalian key field innovation team 2021RT05Fundamental Research Funds for the Central Universities 3132023506Fundamental Research Funds for the Central Universities 3132024605Fundamental Research Funds for the Central Universities DUT24ZD203Liaoning Revitalization Talents Program XLYC2202007National Key Research and Development Program of China 2023YFB3209500National Natural Science Foundation of China 52171343National Natural Science Foundation of China 62171076National Natural Science Foundation of China 62405139Postgraduate Education Reform Project of Liaoning Province 2022-249-215
6 · The paper itself

Abstract

In the current energy transition procedure, the application prospect of hydrogen as a clean energy material has attracted much attention. However, the widespread use of hydrogen is also accompanied by safety hazards, and how to detect hydrogen safely and efficiently has become a research focus. In this paper, we propose a fiber-optic hydrogen sensor based on the thermo-optic effect and nanomaterials, which combines the unique advantages of fiber-optic grating and platinum-loaded tungsten trioxide and is capable of detecting hydrogen concentration with high sensitivity. The principle of this sensor is to absorb hydrogen molecules by nanomaterials and trigger the exothermic effect, which leads to grating period change and refractive index change in the fiber, thus modulating the resonant wavelength of grating. By monitoring the wavelength drift in real time, the hydrogen concentration can be accurately detected. The experimental results show that the sensor can provide high sensitivity, fast response, wide detection range, and miniaturized design, which are suitable for hydrogen detection in complex environments. In addition, its dual-channel operational method further improves detection accuracy and environmental adaptability. This work provides technical support for safe hydrogen detection, which is suitable for hydrogen production, storage, industrial safety and environmental monitoring.

Indexed as

fiber gratinghydrogen detectionhydrogen sensorplatinum-loaded tungsten trioxidethermo-optical effect

Identifiers

PMID40137613
PMCPMC11946813

What OpenQuestion holds

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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.