2026. Hybrid Deep Learning Architectures for Structural Health Monitoring via PZT Signals: A Multi-Scale Attention AI  with Uncertainty Quantification. Bilad Alrafidain Journal for Engineering Science and Technology. 5, 1 (Mar. 2026), 100–112. DOI:https://doi.org/10.56990/bajest/2026.050109.