Machine learning techniques in ultrasonics-based defect detection and material characterization: A comprehensive review

Non-destructive evaluation (NDE) and structural health monitoring (SHM) play a critical role in ensuring the safety, reliability, and longevity of engineering structures and materials. Among the various NDE techniques, ultrasonic methods are widely regarded as the most effective for damage detection...

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Bibliographic Details
Main Authors: Boris I, Kseniia Barashok, Yongjoon Choi, Yeongil Choi, Mohammed Aslam, Jaesun Lee
Format: Article
Language:English
Published: SAGE Publishing 2025-06-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/16878132251347390
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