Evidence map›Paper›PMID 40883429›Full record

ArticleScientific reports2025

Radio-frequency sensor for non-destructive evaluation of composite materials.

Kamila Samolej, Maciej Ślot, Adam Busiakiewicz, Marcin J Ślot, Ilona Zasada

Abstract read
In one paragraph

Article in Scientific reports, 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. 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

5 authors.

Kamila SamolejDepartment of Solid State Physics, Faculty of Physics and Applied Informatics, University of Łódź, Łódź, Poland.
Maciej ŚlotDepartment of Solid State Physics, Faculty of Physics and Applied Informatics, University of Łódź, Łódź, Poland. maciej.slot@fis.uni.lodz.pl.
Adam BusiakiewiczDepartment of Solid State Physics, Faculty of Physics and Applied Informatics, University of Łódź, Łódź, Poland.
Marcin J ŚlotDepartment of Solid State Physics, Faculty of Physics and Applied Informatics, University of Łódź, Łódź, Poland.
Ilona ZasadaDepartment of Solid State Physics, Faculty of Physics and Applied Informatics, University of Łódź, Łódź, Poland.

Funding

Agencja Badań Medycznych KPOD.07.07-IW.07-0191/24.
6 · The paper itself

Abstract

The growing use of advanced composites in critical applications demands reliable, non-destructive testing. Traditional techniques often detect only large defects, missing subtle local property changes that can precede major failures. Microwave spectroscopy offers a promising alternative, probing both structural and dielectric properties with high sensitivity. This paper presents a novel dual-probe radio-frequency sensor (RFlect) using open-ended coaxial probes at 2.4 GHz. Compared to our earlier single-probe design, the dual configuration reduces scanning time and enhances detection of surface and subsurface defects, including minor cavities and inhomogeneities. It employs a cost-effective system comprising a signal generator, directional coupler, and RF power measurement setup to improve noise filtering without relying on expensive vector network analyzers. Integrated with a fused deposition modeling 3D printer’s extruder, the sensor scans samples at millimeter resolution. Experiments confirm its ability to detect both visible and hidden subsurface defects by identifying changes in conductivity and dielectric constant. This work underscores the potential of dual-probe microwave spectroscopy as a cost-effective, high-performance non-destructive evaluation technique for various applications. Future efforts will focus on characterizing high-loss materials, such as biological tissues, thereby expanding the sensor’s use in the biomedical field.

Indexed as

MicrowavesNDTQuality controlRF devicesSensors

Identifiers

PMID40883429
PMCPMC12397415

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.