Evidence map›Paper›PMID 42281050›Full record

ArticleSensors (Basel, Switzerland)2026

A Sub-Milliwatt Graphene-Based Thermal Conductivity Detector for On-Site Gas Analysis.

Farhan Sadik Sium, Yunhao Peng, Steven Tran, Khandaker Reaz Mahmud, Md Rabiul Hasan, Seungbeom Noh, Carlos H Mastrangelo, Hanseup Kim

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 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

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

8 authors.

Farhan Sadik SiumDepartment of Electrical and Computer Engineering, University of Utah, Salt Lake City, UT 84116, USA.ORCID 0009-0008-0152-6449
Yunhao PengDepartment of Electrical and Computer Engineering, University of Utah, Salt Lake City, UT 84116, USA.
Steven TranDepartment of Electrical and Computer Engineering, University of Utah, Salt Lake City, UT 84116, USA.
Khandaker Reaz MahmudDepartment of Electrical and Computer Engineering, University of Utah, Salt Lake City, UT 84116, USA.
Md Rabiul HasanDepartment of Electrical and Computer Engineering, University of Utah, Salt Lake City, UT 84116, USA.
Seungbeom NohDepartment of Electrical and Computer Engineering, University of Utah, Salt Lake City, UT 84116, USA.
Carlos H MastrangeloDepartment of Electrical and Computer Engineering, University of Utah, Salt Lake City, UT 84116, USA.
Hanseup KimDepartment of Electrical and Computer Engineering, University of Utah, Salt Lake City, UT 84116, USA.

Funding

DARPA HR0011-15-2-0049U.S. Department of Energy DE-AR0001064
6 · The paper itself

Abstract

This paper presents the design, fabrication, and characterization of a sub-milliwatt graphene-based micro thermal conductivity detector (µTCD) that utilizes a suspended multilayer graphene (MLG) bridge to sense volatile organic compounds (VOCs) in the gas phase based on their thermal transport properties. The graphene bridge is transferred onto a silicon chip with integrated microchannels using a photolithography-free process. By incorporating microchannel designs, this approach enables precise transfer of suspended MLG dimensions without conventional patterning steps. A key innovation of this work lies in the use of an ultra-low thermal mass suspended graphene architecture, which significantly increases temperature rise per unit input power, thereby enhancing sensitivity per unit power compared to conventional metal-based TCDs. The fabricated µTCD successfully produces chromatograms of multiple VOC species, closely matching those obtained using a standard flame ionization detector (FID). The device demonstrates an estimated limit of detection (LOD) of 190 ppm while consuming an average power of 151 µW under DC operation.

Indexed as

graphene-based thermal conductivity detectorlow power sensing for on spot gas monitoringmicro gas chromatography (µGC)

Identifiers

PMID42281050
PMCPMC13258928

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.