Evidence map›Paper›PMID 41622301›Full record

ArticleScientific reports2026

Mesh sensitivity and experimental verification for randomized arbitrary geometry cavity-based acoustic metamaterials designed with 2D FEM simulations.

Piotr Książek, Bartłomiej Chojnacki

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.

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0citing papers in PubMed
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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

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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

2 authors.

Piotr KsiążekWroclaw University of Science and Technology, Wybrzeże Stanisława Wyspiańskiego St. 25, 50-370, Wroclaw, Poland. piotr.ksiazek@pwr.edu.pl.
Bartłomiej ChojnackiAGH University of Krakow, Mickiewicza Av. 30, 30-059, Cracow, Poland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Acoustic metamaterial development is a rapidly expanding field, which has shown great success in many applied scenarios. The development of acoustic metamaterials is enabled by modelling techniques such as the Finite Elements Method (FEM), which allow for the determination of acoustic parameters of structures with different shapes and sizes. However, complicated geometries within narrow regions of such structures require the consideration of thermoviscous phenomena in modelling, which significantly increases the computational load, at times rendering structural optimization infeasible. This study presents a method for determining acoustic sound absorption parameters of an arbitrary-shape acoustic metamaterial cell in a discretized representation space. The proposed method utilizes a reduction in model dimensionality, using a 2D numerical model to represent a 3D structure, which allows for reduced computational complexity while retaining model accuracy. The method was validated with a simple geometry and compared to methods commonly used in the field including equivalent fluid modelling and the Transfer Matrix Method. The method was validated using impedance tube measurements of generated arbitrary geometry metamaterial cells. A numerical mesh sensitivity study was conducted utilizing 20 generated numerical models. Recommendations regarding the mesh density within a 2D thermoviscous acoustics domain were presented, with acceptable modelling error levels (under 0.5%) achieved by models with strongly reduced mesh density, with a maximum model complexity reduction of 72.4%.

Identifiers

PMID41622301
PMCPMC12916977

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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.