semantic_scholare-Journal of Nondestructive Testing2026-08-01
Physics-Informed Neural Network for baseline-free damage diagnosis using Ultrasonic Guided Waves
A. Casartelli, L. Lomazzi, Marco Giglio, F. Cadini
Ultrasonic Guided Waves (UGWs) are among the most effective tools for damage diagnosis and Structural Health Monitoring (SHM) of thin-walled structures. However, traditional SHM methods based on UGWs typically require baseline measurements and signal post-processing to extract da…