Cross-structure domain translation with structural state awareness: AT-StarGAN-GP for multi-level synthetic signal generation in structural health monitoring
Structural Health Monitoring: An International Journal
Published online on March 13, 2026
Abstract
Structural Health Monitoring, Ahead of Print.
In structural health monitoring (SHM), the scarcity of labeled data representing different structural states and structural configurations remains a key challenge for developing robust and generalizable deep learning models. Building upon a reported ...
In structural health monitoring (SHM), the scarcity of labeled data representing different structural states and structural configurations remains a key challenge for developing robust and generalizable deep learning models. Building upon a reported ...