Evidence map›Paper›PMID 41390535›Full record

ArticleNature communications2025

All-optical hybrid metasurfaces for ultrafast computational spectrometer and single-pixel imaging.

Zijian Liao, Zhanqiang Xue, Junxing Fan, Guizhen Xu, Hongyang Xing, Longqing Cong

Abstract read
In one paragraph

Article in Nature communications, 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. Tumor Exposomics: A New Paradigm for Individualized Continuous Exposure Monitoring.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    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

6 authors.

Zijian LiaoState Key Laboratory of Optical Fiber and Cable Manufacture Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China.
Zhanqiang XueState Key Laboratory of Optical Fiber and Cable Manufacture Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China.
Junxing FanState Key Laboratory of Optical Fiber and Cable Manufacture Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China.
Guizhen XuState Key Laboratory of Optical Fiber and Cable Manufacture Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China.
Hongyang XingState Key Laboratory of Optical Fiber and Cable Manufacture Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China.
Longqing CongState Key Laboratory of Optical Fiber and Cable Manufacture Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China. conglq@sustech.edu.cn.ORCID http://orcid.org/0000-0003-2839-5940

Funding

National Natural Science Foundation of China (National Science Foundation of China) 62335011, 62175099
6 · The paper itself

Abstract

Terahertz (THz) spectrum holds immense potential for applications in chemical sensing, biomedical diagnostics, and security screening. However, conventional THz spectrometers rely on mechanical delay lines and coherent detection, posing major challenges for miniaturization, speed, and cost. Here, we report an active hybrid metasurface that functions as a low-correlation and ultrafast spectral/spatial light modulator for THz computational spectrometer and single-pixel imaging. Dispersion-engineered metasurface with multiple quasi-bound states in the continuum achieves dense high quality factor resonances across a spectral range (0.30-0.55 THz), enabling dynamic modulation through all-optical excitation of integrated silicon patches. Temporally modulated metasurfaces form a measurement matrix for incoherent single-pixel detection, allowing nanosecond-scale spectral reconstruction with a resolution of 0.03 THz covering a 0.25 THz bandwidth. Extending this platform to a pixelated metasurface array, we demonstrate ultrafast THz single-pixel imaging with 3×3 pixels. This CMOS-compatible, circuit-free strategy enables ultrafast, compact, and high-resolution THz spectroscopy and imaging, and offer a scalable pathway toward next-generation THz photonic devices.

Identifiers

PMID41390535
PMCPMC12830905

What OpenQuestion holds

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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 OpenQuestion graph.