Evidence map›Paper›PMID 40367181›Full record

ArticleScience advances2025

Stress-engineered ultra-broadband spectrometers.

Gongyuan Zhang, Tom Albrow-Owen, Wenjun Peng, Xin Liang, Xianming Zhang, Pan Wang, Dawei Di, Shurong Dong, Jikui Luo, Guo Wang and 6 more

Abstract read
In one paragraph

Article in Science advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Spectral Response Pixels in Lithium Niobate for Spectroscopic Applications.Advanced materials (Deerfield Beach, Fla.) · 2026
    Article
  2. 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

16 authors.

Gongyuan ZhangCollege of Information Science and Electronic Engineering, Zhejiang University, Hangzhou 310027, China.ORCID 0000-0002-6707-4157
Tom Albrow-OwenDepartment of Engineering, University of Cambridge, 9 JJ Thomson Ave., Cambridge CB3 0FA, UK.ORCID 0000-0003-0443-014X
Wenjun PengSchool of Materials Science and Engineering, Zhejiang Sci-Tech University, Hangzhou 310018, China.ORCID 0009-0001-3235-3279
Xin LiangSchool of Materials Science and Engineering, Zhejiang Sci-Tech University, Hangzhou 310018, China.ORCID 0009-0008-1653-6973
Xianming ZhangSchool of Materials Science and Engineering, Zhejiang Sci-Tech University, Hangzhou 310018, China.ORCID 0000-0002-4653-2630
Pan WangState Key Laboratory of Extreme Photonics and Instrumentation, College of Optical Science and Engineering, International Research Center for Advanced Photonics, Zhejiang University, Hangzhou 310027, China.ORCID 0000-0003-4209-5186
Dawei DiState Key Laboratory of Extreme Photonics and Instrumentation, College of Optical Science and Engineering, International Research Center for Advanced Photonics, Zhejiang University, Hangzhou 310027, China.ORCID 0000-0003-0703-2809
Shurong DongCollege of Information Science and Electronic Engineering, Zhejiang University, Hangzhou 310027, China.ORCID 0000-0002-8715-7072
Jikui LuoCollege of Information Science and Electronic Engineering, Zhejiang University, Hangzhou 310027, China.ORCID 0000-0003-0310-2443
Guo WangTopOlefin Technology (Quzhou), Quzhou 324004, China.
Hongfeng MuState Key Laboratory of Chemical Engineering, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310058, China.
Qian ZhaoState Key Laboratory of Chemical Engineering, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310058, China.ORCID 0000-0002-6931-9859
Xuhan GuoState Key Laboratory of Advanced Optical Communication Systems and Networks, Shanghai Jiao Tong University, Shanghai 200240, China.ORCID 0000-0002-4891-0201
Qi Jie WangSchool of Electrical and Electronic Engineering and School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore 639798, Singapore.ORCID 0000-0002-9910-1455
Tawfique HasanDepartment of Engineering, University of Cambridge, 9 JJ Thomson Ave., Cambridge CB3 0FA, UK.ORCID 0000-0002-6250-7582
Zongyin YangCollege of Information Science and Electronic Engineering, Zhejiang University, Hangzhou 310027, China.ORCID 0000-0003-2869-406X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The evolution of miniaturized spectroscopic tools is pivotal for expanding the application of spectral data across scientific, industrial, and consumer domains. Recent advancements in computationally augmented systems have dramatically reduced device form factors toward those compatible with consumer tech integration. However, for a commercial reality, most applications demand operation across visible to short-wave infrared (SWIR) range. In this regard, existing miniaturized devices are either constrained by physical properties; use complex, costly, or unscalable fabrication techniques; or require multiple components to address separate parts of the spectrum. Here, we report on a low-cost, visible to SWIR, miniaturized spectrometer design enabled by a mass-producible, nonlithographic method of engineering planar dispersive elements from widely available plastics. By deforming shape memory epoxies, we encode spectral information, which is processed by a complementary metal oxide semiconductor sensor array and reconstructed via algorithms. This design offers broadband capability from 400 to 1600 nanometers and enables line-scanning spectral imaging, paving the way for affordable spectrometers.

Identifiers

PMID40367181
PMCPMC12077514

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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.