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Deciphering Acoustic Emission with Machine Learning

• Authors : Berta, Dénes; Katzer, Balduin; Schulz, Katrin

Subjects: Electrical Engineering and Systems Science - Signal Processing; Condensed Matter - Materials Science; Computer Science - Machine Learning

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Acoustic Emission Sensor Network Optimization Based on Grid Loop Search and Particle Swarm Source Location

• Authors : Chen, Yiling; Shang, Xueyi; Ren, Yi

Subjects: Physics - Geophysics

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Comparison of Tiny Machine Learning Techniques for Embedded Acoustic Emission Analysis

• Authors : Muthumala, Uditha; Zhang, Yuxuan; Martinez-Rau, Luciano Sebastian

Subjects: Electrical Engineering and Systems Science - Signal Processing; Computer Science - Machine Learning; Electrical Engineering and Systems Science - Audio and Speech Processing

• Source: IEEE 10th World Forum on Internet of Things 2024

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Research on the Acoustic Emission Source Localization Methodology in Composite Materials based on Artificial Intelligence

• Authors : Won, Jongick; Oh, Hyuntaik; Sakong, Jae

Subjects: Computer Science - Sound; Electrical Engineering and Systems Science - Audio and Speech Processing; Physics - Data Analysis, Statistics and Probability

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On the Condition Monitoring of Bolted Joints through Acoustic Emission and Deep Transfer Learning: Generalization, Ordinal Loss and Super-Convergence

• Authors : Ramasso, Emmanuel; Teloli, Rafael de O.; Marcel, Romain

Subjects: Computer Science - Sound; Computer Science - Machine Learning; Electrical Engineering and Systems Science - Audio and Speech Processing

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Acoustic emission data based modelling of fracture of glassy polymer

• Authors : Senapati, Subrat; Banerjee, Anuradha; Rajesh, R.

Subjects: Condensed Matter - Statistical Mechanics

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A Novel Criterion for Interpreting Acoustic Emission Damage Signals Based on Cluster Onset Distribution

• Authors : Ramasso, Emmanuel; Nkogo, Martin Mbarga; Chandarana, Neha

Subjects: Statistics - Applications; Statistics - Methodology

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Acoustic Emission Biomarkers for the Detection and Monitoring of Early Knee Osteoarthritis

• Authors : Ecole Polytechnique Fédérale de Lausanne

• Source: Acoustic Emission Biomarkers for the Detection and Monitoring of Early Knee OsteoarthritisLeifer VP, Katz JN, Losina E. The burden

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A probabilistic approach for acoustic emission based monitoring techniques: with application to structural health monitoring

• Authors : Lindley, C. A.; Jones, M. R.; Rogers, T. J.

Subjects: Statistics - Applications

• Source: Mechanical Systems and Signal Processing 208:110958-110958 2024

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A Machine Learning Enhanced Approach for Automated Sunquake Detection in Acoustic Emission Maps

• Authors : Mercea, Vanessa; Paraschiv, Alin Razvan; Lacatus, Daniela Adriana

Subjects: Astrophysics - Solar and Stellar Astrophysics; Astrophysics - Instrumentation and Methods for Astrophysics; Computer Science - Computer Vision and Pattern Recognition

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