Evidence map›Paper›PMID 41829458›Full record

ArticleSensors (Basel, Switzerland)2026

Modeling the Geometry-Acoustics Dependence in Photoacoustic Resonators: A Toroidal Case Study.

Enza Panzardi, Anna Lo Grasso, Valerio Vignoli, Ada Fort

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

4 authors.

Enza PanzardiDepartment of Information Engineering and Mathematical Sciences, University of Siena, 53100 Siena, Italy.ORCID 0000-0003-2779-4878
Anna Lo GrassoPolytechnic Department of Engineering and Architecture, University of Udine, 33100 Udine, Italy.ORCID 0000-0003-3678-3417
Valerio VignoliDepartment of Information Engineering and Mathematical Sciences, University of Siena, 53100 Siena, Italy.ORCID 0000-0003-2509-6566
Ada FortDepartment of Information Engineering and Mathematical Sciences, University of Siena, 53100 Siena, Italy.ORCID 0000-0003-0916-1516

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In this work we investigate the behavior of a toroidal photoacoustic resonator to provide compact, physics-guided analytical relationships that link its geometry to two key parameters: resonance frequency and quality factor. Finite-element data are combined with reduced-order analytical models to refine a corrected toroidal-resonance frequency model that accounts for effective propagation length and thermo-viscous effects. For the quality factor, a simple law motivated by a boundary-layer dissipation model is proposed. Derived models are validated by experimental tests performed using three 3D printed toroidal resonators in different sizes. Experimental results confirm the prediction both for the first and third resonance frequencies with an average relative error below 1%, outperforming cylindrical and uncorrected baseline models available in the literature. The results also confirm the predicted trend of the quality factor with respect to the torus's minor radius, highlighting a direct relationship between the cross-sectional area and acoustic losses, which governs the balance between stored acoustic energy and thermo-viscous dissipation. Overall, the framework provides quick, interpretable design rules that reduce dependence on extensive finite-element method simulation campaigns for first-pass estimation of resonant behavior during the early design phase and guiding the optimization of high-performance PAS devices while preserving accuracy.

Indexed as

acoustic resonatorFEM simulationphotoacoustic gas sensorsphotoacoustic spectroscopyquality factorresonance frequencyresonator modelingtoroidal geometry

Identifiers

PMID41829458
PMCPMC12986629

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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.