Convolutional domain expansion technique for hybrid databases applied in DNNs on multi-damage structural health monitoring
Journal of Vibration and Control
Published online on April 16, 2026
Abstract
Journal of Vibration and Control, Ahead of Print.
Digital twins (DTs) enhance structural health monitoring (SHM) through accurate simulation and automation. Deep learning (DL) can boost DTs performance, but it relies on both healthy and damaged data, the latter being often scarce. Finite-element modeling ...
Digital twins (DTs) enhance structural health monitoring (SHM) through accurate simulation and automation. Deep learning (DL) can boost DTs performance, but it relies on both healthy and damaged data, the latter being often scarce. Finite-element modeling ...