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What is Ultrasonic Wave Analysis for Composite Plates about?

This study presents a method for characterizing multilayered composite plates using ultrasonic guided waves combined with machine learning algorithms, specifically a pre-trained ResNet model and K-Nearest Neighbors (KNN). The approach enhances the accuracy and efficiency of determining material properties such as mass density and shear modulus by generating dispersion curves and utilizing advanced data-driven models. Results indicate that this method provides a promising tool for rapid and non-destructive e

Author

Haidang Phan

Language

EN