Author

N. T. Nguyen

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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 condi...

Nneka Emmanuella Nnamani, José C. Matos, Sayedmilad Komarizadehasl et al. · Applied Sciences · 0 citations

Open access Aug 2026

Comparative machine learning models for predicting the compressive strength of ultra-high-performance concrete

Ultra-high-performance concrete (UHPC) exhibits exceptional mechanical properties and durability. However, its compressive strength is highly dependent on complex mix design parameters. While traditional experimental techniques and regression-based models are commonly used to evaluate UHPC compressive strength, machine...

N. T. Nguyen, T. Nguyen, Tuan-Khoi Nguyen et al. · PLoS ONE · 0 citations