Evidence map›Paper›PMID 41829605›Full record

ArticleSensors (Basel, Switzerland)2026

Path-Integrated Ultrasonic Attenuation Modeling for Concrete with Random Aggregates Based on Modified Waterman-Truell Theory.

Haoran Zheng, Chao Lu, Dongjie Zhou, Xuejun Jia, Xiang Lv, Laixin Gao, Guangming Zhang

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

7 authors.

Haoran ZhengCollege of Electrical Engineering and Control Science, Nanjing Tech University, Nanjing 211816, China.
Chao LuCollege of Electrical Engineering and Control Science, Nanjing Tech University, Nanjing 211816, China.
Dongjie ZhouCollege of Electrical Engineering and Control Science, Nanjing Tech University, Nanjing 211816, China.
Xuejun JiaChina Construction Second Engineering Bureau Co., Ltd., Beijing 100160, China.
Xiang LvChina Construction Second Engineering Bureau Co., Ltd., Beijing 100160, China.
Laixin GaoSchool of Mechanical and Electrical Engineering, Chuzhou University, Chuzhou 239000, China.
Guangming ZhangCollege of Electrical Engineering and Control Science, Nanjing Tech University, Nanjing 211816, China.ORCID 0000-0002-9566-7865

Funding

Chongqing.Construction Science and. TechnologyProgram CQCS2024-8-5the China Civil Engineering Society Research Project CCES2024KT10the ChinaState-Construction Engineering Corporation TechnologyR&D Program CSCEC-2024-Q-74the Key Scientific Research Project of Colleges and Universities in Anhui Province 2024AH051427
6 · The paper itself

Abstract

Ultrasonic sensing is an effective tool for characterizing heterogeneous concrete structures, yet quantitative interpretation of ultrasonic attenuation remains challenging due to aggregate-induced multiple scattering and spatial non-uniformity. This study proposes a path-integrated ultrasonic attenuation modeling framework for concrete with random aggregates. A quasi-one-dimensional discretized wave equation is coupled with a modified version of the Waterman-Truell effective medium theory, in which multiple scattering effects are corrected by incorporating a Percus-Yevick structure factor and a geometric equivalence scheme for non-spherical aggregates. By discretizing the propagation path into locally homogeneous layers, cumulative attenuation is evaluated through explicit path integration, allowing spatial variations in aggregate volume fraction to be captured. Low-frequency ultrasonic transmission experiments (25 kHz) are conducted using serially assembled concrete specimens with controlled aggregate contents. The results reveal pronounced path-dependent attenuation behavior governed by local aggregate distribution. Compared with classical and effective Waterman-Truell models, the proposed approach significantly improves prediction accuracy, achieving a mean absolute percentage error of 7.29%. The framework provides a physically interpretable and experimentally validated method for ultrasonic sensing of heterogeneous concrete, with potential applications in non-destructive evaluation and structural health monitoring of high-end concrete-based engineering structures.

Indexed as

aggregate scatteringconcrete structurespath-integrated attenuationultrasonic sensing

Identifiers

PMID41829605
PMCPMC12986621

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.