Evidence map›Paper›PMID 41168193›Full record

ArticleNature communications2025

Photoactivated conductive MOF thin film arrays on micro-LEDs for chemiresistive gas sensing.

Kichul Lee, Young-Moo Jo, Myung Sung Sohn, Mingyu Jeon, Cheolmin Kim, Osman Gul, Seon Ju Park, Ki Beom Kim, Ki Soo Chang, Chan Bae Jeong and 3 more

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. 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

13 authors.

Kichul Lee *Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea.ORCID http://orcid.org/0000-0002-7838-6447
Young-Moo Jo *Department of Materials Science and Engineering, Korea University, Seoul, Republic of Korea. jym754@knu.ac.kr.ORCID http://orcid.org/0000-0001-6348-7547
Myung Sung Sohn *Department of Materials Science and Engineering, Korea University, Seoul, Republic of Korea.
Mingyu JeonDepartment of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea.
Cheolmin KimDepartment of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea.
Osman GulDepartment of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea.ORCID http://orcid.org/0000-0002-1972-7838
Seon Ju ParkDepartment of Materials Science and Engineering, Korea University, Seoul, Republic of Korea.
Ki Beom KimDepartment of Materials Science and Engineering, Korea University, Seoul, Republic of Korea.
Ki Soo ChangCenter for Scientific Instrumentation, Korea Basic Science Institute, Daejeon, Republic of Korea.
Chan Bae JeongCenter for Scientific Instrumentation, Korea Basic Science Institute, Daejeon, Republic of Korea.ORCID http://orcid.org/0000-0002-7892-8410
Jihan KimDepartment of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea.ORCID http://orcid.org/0000-0002-3844-8789
Yun Chan KangDepartment of Materials Science and Engineering, Korea University, Seoul, Republic of Korea. yckang@korea.ac.kr.
Inkyu ParkDepartment of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea. inkyu@kaist.ac.kr.ORCID http://orcid.org/0000-0001-5761-7739

Funding

National Research Foundation of Korea (NRF) 2021M3H4A3A02086430National Research Foundation of Korea (NRF) 2021R1A2C3008742
6 · The paper itself

Abstract

Electrically conductive metal-organic frameworks (cMOFs) are emerging as promising chemiresistors due to their diverse compositions, chemical properties, porosity, and room-temperature conductivity, enabling the design of energy-efficient devices. However, limited activation in this regime hinders sensitivity and reversibility. In this study, cMOF thin films are integrated onto a micro-LED (μLED) platform using a layer-by-layer method, enabling photoactivated gas sensing even at room-temperature. The systematic coating allows for precise tailoring of films (e.g., thickness and overlayer structures) based on the adsorption properties of each analyte (ethanol, trimethylamine, ammonia, nitrogen dioxide). The selected arrays are optimized by varying the wavelengths and intensities of μLED, enabling sensitive and reversible sensing through additional charge generation, while consuming ultra-low power (587 µW). Additionally, a deep learning algorithm achieves rapid gas recognition within tens of seconds, with 99.8% classification accuracy in concentration prediction. This work demonstrates the feasibility of the cMOF-μLED integrated sensor platform, paving the way for next-generation gas-sensing technologies.

Identifiers

PMID41168193
PMCPMC12575684

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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.