Evidence map›Paper›PMID 41702891›Full record

ArticleLight, science & applications2026

Suspended waveguide-enhanced near-infrared photothermal spectroscopy for ppb-level molecular gas sensing on a chalcogenide chip.

Kaiyuan Zheng, Hanyu Liao, Fengbo Han, Xueying Wang, Yan Zhang, Jiaxin Gu, Pengcheng Zhao, Haihong Bao, Shaoliang Yu, Qingyang Du and 4 more

Abstract read
In one paragraph

Article in Light, science & applications, 2026. 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

14 authors.

Kaiyuan Zheng *Department of Electrical and Electronic Engineering and Photonics Research Institute, The Hong Kong Polytechnic University, 999077, Hong Kong, China.
Hanyu Liao *Department of Electrical and Electronic Engineering and Photonics Research Institute, The Hong Kong Polytechnic University, 999077, Hong Kong, China.ORCID http://orcid.org/0000-0003-2396-0947
Fengbo Han *Zhejiang Lab, 311121, Hangzhou, China.
Xueying WangState Key Laboratory of Integrated Optoelectronics, JLU Region, College of Electronic Science and Engineering, Jilin University, 130012, Changchun, China.
Yan ZhangZhejiang Lab, 311121, Hangzhou, China.
Jiaxin GuZhejiang Lab, 311121, Hangzhou, China.
Pengcheng ZhaoDepartment of Electrical and Electronic Engineering and Photonics Research Institute, The Hong Kong Polytechnic University, 999077, Hong Kong, China.ORCID http://orcid.org/0000-0002-4433-119X
Haihong BaoDepartment of Electrical and Electronic Engineering and Photonics Research Institute, The Hong Kong Polytechnic University, 999077, Hong Kong, China.
Shaoliang YuZhejiang Lab, 311121, Hangzhou, China.
Qingyang DuZhejiang Lab, 311121, Hangzhou, China. qydu@zhejianglab.edu.cn.ORCID http://orcid.org/0000-0002-1424-356X
Lei LiangState Key Laboratory of Luminescence and Applications, Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, 130033, Changchun, China.
Chuantao ZhengState Key Laboratory of Integrated Optoelectronics, JLU Region, College of Electronic Science and Engineering, Jilin University, 130012, Changchun, China. zhengchuantao@jlu.edu.cn.ORCID http://orcid.org/0000-0001-8008-466X
Wei JinDepartment of Electrical and Electronic Engineering and Photonics Research Institute, The Hong Kong Polytechnic University, 999077, Hong Kong, China. wei.jin@polyu.edu.hk.
Lijun WangState Key Laboratory of Luminescence and Applications, Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, 130033, Changchun, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

On-chip waveguide sensors have attracted significant attention recently due to their potential for high-level integration. However, so far, on-chip gas sensing based on traditional laser absorption spectroscopy has demonstrated low detection sensitivity, due to weak light-gas interaction over a limited interaction distance. On-chip photothermal spectroscopy (PTS) appears to be a powerful technique to achieve higher sensitivity; its performance is yet constrained to parts-per-million (ppm)-level due to a small fraction of evanescent field in the light-gas interaction zone and fast thermal dissipation through the solid substrate. Herein, we demonstrated suspended chalcogenide glass waveguide (ChGW)-enhanced PTS that overcomes these limitations, enabling highly sensitive parts-per-billion (ppb)-level molecular gas sensing. We fabricated a nanoscale suspended ChGW with a low loss of 2.6 dB/cm using a CMOS-compatible two-step patterning process. By establishing an equivalent PTS model to guide the optimization of the ChGW geometry, we achieved a 4-fold increase in the absorption-induced heat source power and a 10.6-fold decrease in the equivalent heat conductivity, resulting in a 45-fold enhancement in photothermal phase modulation efficiency over the non-suspended waveguides. Combining with a high-contrast waveguide facet-formed Fabry-Perot interferometer, we achieved an unprecedented acetylene detection limit of 330 ppb, a large dynamic range close to 6 orders of magnitude, and a fast response of less than 1 s. The overall system exhibits a noise-equivalent absorption coefficient of 3.8×10

Identifiers

PMID41702891
PMCPMC12914002

What Socratic holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.