Open access
Sep 2026
SpectralTCN: A multi-resolution wavelet gating network for vibration-based structural damage detection
SpectralTCN is proposed, a temporal convolutional network augmented with a Wavelet Gating Module (WGM) that performs learnable, data-dependent multi-resolution filtering within each convolutional block, suitable for near-real-time, online damage detection in continuous bridge monitoring.
Quan Pham Hong, Trung Vu Manh, Bich Nguyen Thach et al.
· PLoS ONE · 0 citations