Evidence map›Paper›PMID 42236488›Full record

ArticleNature communications2026

An efficient mid-infrared computational spectrometer based on synergistic microcavity-coupled photonic crystal waveguides.

Lipeng Xia, Yuhan Sun, Jiahua Jiang, Hong Zhang, Weixiong Huang, Yuheng Liu, Chang Chang, Yixiang Zhang, Chaofeng Ye, Yiming Ma and 3 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

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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

13 authors.

Lipeng Xia *School of Information Science and Technology, ShanghaiTech University, Shanghai, China.
Yuhan Sun *School of Information Science and Technology, ShanghaiTech University, Shanghai, China.
Jiahua JiangDepartment of Mathematics, University of Birmingham, Birmingham, UK.
Hong ZhangSchool of Information Science and Technology, ShanghaiTech University, Shanghai, China.ORCID http://orcid.org/0009-0005-0324-2018
Weixiong HuangSchool of Information Science and Technology, ShanghaiTech University, Shanghai, China.
Yuheng LiuSchool of Information Science and Technology, ShanghaiTech University, Shanghai, China.
Chang ChangSchool of Information Science and Technology, ShanghaiTech University, Shanghai, China.
Yixiang ZhangSchool of Information Science and Technology, ShanghaiTech University, Shanghai, China.ORCID http://orcid.org/0009-0006-7033-3187
Chaofeng YeSchool of Information Science and Technology, ShanghaiTech University, Shanghai, China.
Yiming MaSchool of Microelectronics, Shanghai University, Shanghai, China. yimingma@shu.edu.cn.ORCID http://orcid.org/0000-0002-5730-3956
Xiaochuan XuState Key Laboratory on Tunable Laser Technology, Harbin Institute of Technology, Xili University Town, Harbin Institute of Technology campus, Shenzhen, Guangdong, China. xuxiaochuan@hit.edu.cn.ORCID http://orcid.org/0000-0003-3628-0166
Chengkuo LeeDepartment of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore. elelc@nus.edu.sg.ORCID http://orcid.org/0000-0002-8886-3649
Yi ZouSchool of Information Science and Technology, ShanghaiTech University, Shanghai, China. zouyi@shanghaitech.edu.cn.ORCID http://orcid.org/0000-0002-7675-8542

Funding

National Natural Science Foundation of China (National Science Foundation of China) 62405173National Research Foundation Singapore (National Research Foundation-Prime Minister's office, Republic of Singapore) NRF-F-CRP-2024-0006National Research Foundation Singapore (National Research Foundation-Prime Minister's office, Republic of Singapore) NRF-MSG-2023-0002Natural Science Foundation of Shanghai (Natural Science Foundation of Shanghai Municipality) 21ZR1443100
6 · The paper itself

Abstract

The mid-infrared spectral region holds substantial promise for telecommunications, chemical sensing, and biomedical diagnostics applications. These fields increasingly demand high-resolution, miniaturized, and portable spectrometers. Leveraging recent advances in silicon photonics and computational reconstruction techniques, on-chip spectrometers offer a compact and lightweight solution. This paper presents a distinctive photonic spectrometer prototype based on microcavity-coupled photonic crystal waveguide (MPCW) architecture, operating at the mid-infrared region. The device achieves uniquely defined spectral responses by synergistically integrating non-uniform microcavity resonances with sharp photonics crystal band edges. Benefiting from the slow-light effect, titanium microheaters provide efficient thermal tuning, facilitating further precise spectral response control. The alternating optimization approach for spectral reconstruction eliminates the need for exhaustive parameter searches and substantially alleviates the computational burden. Thus, our MPCW spectrometer can retrieve an unknown spectrum with a resolution of 0.5 nm over a 100 nm bandwidth within several seconds, demonstrating high performance and robustness. Furthermore, the scalable nature of photonic crystal designs permits straightforward adaptation to other wavelength regimes by tailoring the MPCW dimensions.

Identifiers

PMID42236488
PMCPMC13396208

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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.