Evidence map›Paper›PMID 42286118›Full record

ArticleScientific reports2026

Influence of microwave excitation mode and antenna-sample orientation on rebar detection using microwave infrared thermography.

Barbara Szymanik, Sam Ang Keo, Franck Brachelet, Didier Defer

Abstract read
In one paragraph

Article in Scientific reports, 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

4 authors.

Barbara SzymanikFaculty of Electrical Engineering, West Pomeranian University of Technology, 70-310, Szczecin, Poland.
Sam Ang KeoUniversité Bourgogne Europe, DRIVE UR 1859, 89000, Auxerre, France. sam-ang.keo@ube.fr.
Franck BracheletUniv. Artois, IMT Nord Europe, Junia, Univ. Lille, ULR 4515, Laboratoire de Génie Civil et géo-Environnement (LGCgE), 62400, Béthune, France.
Didier DeferUniv. Artois, IMT Nord Europe, Junia, Univ. Lille, ULR 4515, Laboratoire de Génie Civil et géo-Environnement (LGCgE), 62400, Béthune, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigates the use of active infrared thermography combined with microwave excitation for identifying and assessing reinforcement bars in concrete structures. The proposed approach integrates numerical modeling and experimental validation to ensure accurate and reliable results. The first phase involves developing a detailed numerical model comprising a microwave source, a broadband antenna, and a concrete structure with specified reinforcement bar arrangements. This model simulates the interaction between microwave excitation and embedded reinforcement, analyzing temperature distributions and thermal responses on the concrete surface. The goal is to optimize the measurement methodology by evaluating parameters such as excitation mode and antenna vs. sample configuration. The second phase focuses on experimental validation of the numerical findings. An experimental setup replicates the modeled conditions to compare real-world thermal patterns with simulated predictions, ensuring consistency and reliability. By combining numerical simulations with experimental testing, this study aims to establish a robust framework for using active infrared thermography with microwave excitation in non-destructive evaluation of reinforced concrete structures. The approach seeks to provide a precise, efficient method for assessing the condition and layout of reinforcement bars in concrete, contributing to advancements in structural inspection techniques.

Indexed as

ConcreteInfrared thermographyMicrowave heatingNumerical modelingReinforcements

Identifiers

PMID42286118
PMCPMC13518979

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.