Open access
Jul 2026
A Hybrid CNN–LSTM Framework for Vibration-Based Multi-Damage Assessment in Reinforced Concrete Bridges
A hybrid one-dimensional convolutional neural network and long short-term memory framework for vibration-based damage localisation and severity estimation in reinforced concrete bridges and results support the use of the proposed framework for screening-level assessment of bridge damage under controlled simulated conditions.
Nneka Emmanuella Nnamani, José C. Matos, Sayedmilad Komarizadehasl et al.
· Applied Sciences · 0 citations