Evidence map›Paper›PMID 41748533›Full record

ArticleMicrosystems & nanoengineering2026

High sensitivity SAW hydrogen gas sensor based on thermal conductivity effect.

Baile Cui, Lina Cheng, Xufeng Xue, Jing Jin, Lintaihui Huang, Yong Liang, Wen Wang

Abstract read
In one paragraph

Article in Microsystems & nanoengineering, 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

7 authors.

Baile CuiInstitute of Acoustics, Chinese Academy of Sciences, Beijing, 100190, P. R. China.
Lina ChengInstitute of Acoustics, Chinese Academy of Sciences, Beijing, 100190, P. R. China. chenglina@mail.ioa.ac.cn.
Xufeng XueInstitute of Acoustics, Chinese Academy of Sciences, Beijing, 100190, P. R. China.
Jing JinInstitute of Acoustics, Chinese Academy of Sciences, Beijing, 100190, P. R. China.
Lintaihui HuangUniversity of Chinese Academy of Sciences, Beijing, 100190, P. R. China.ORCID http://orcid.org/0009-0003-6848-5833
Yong LiangInstitute of Acoustics, Chinese Academy of Sciences, Beijing, 100190, P. R. China.
Wen WangInstitute of Acoustics, Chinese Academy of Sciences, Beijing, 100190, P. R. China. wangwenwq@mail.ioa.ac.cn.ORCID http://orcid.org/0000-0001-6817-2130

Funding

National Natural Science Foundation of China (National Science Foundation of China) 12304530National Natural Science Foundation of China (National Science Foundation of China) 12404543National Natural Science Foundation of China (National Science Foundation of China) U1837209Natural Science Foundation of Beijing Municipality (Beijing Natural Science Foundation) 1252032Natural Science Foundation of Beijing Municipality (Beijing Natural Science Foundation) QY24359
6 · The paper itself

Abstract

Wide-range and high-sensitivity hydrogen sensors are critically important for hydrogen safety in aerospace and advanced transportation sectors. This work demonstrates a thermal-conductivity surface acoustic wave (SAW) based sensor to achieve high sensitivity hydrogen sensing. By integrating thermal balance and acoustic wave equations, a precise mechanistic model elucidating the structure-activity relationships among gas flow rate, operating temperature, and MEMS architecture in determining sensing sensitivity is constructed. Guided by this model, the SAW hydrogen sensor with on-chip microheater integration was developed. Furthermore, a highly integrated SAW hydrogen sensing system with ultra-low baseline noise (<30 µV) was constructed for performance evaluation. Leveraging the exceptional thermal sensitivity of the SAW device and system stability, the optimized sensor achieves wide detection range (up to 100% vol), low detection limit (~6 ppm), rapid response and recovery time (T

Identifiers

PMID41748533
PMCPMC12946372

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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.