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Open access 2026

One-step structural damage detection in spatial frames using modal strain energy and 1D-CNN

Structural health monitoring plays a crucial role in the early detection of structural damage, ensuring operational safety, and supporting structural maintenance. However, current vibration-based damage identification methods have relied on a two-step procedure, including damage localization and damage severity quantif...

Van-Sy Bach, Tuan-Dat Lam, Thi-Truc-Ngan Nguyen et al. · 0 citations
Open access Sep 2026

A Novel Data-Driven Machine Learning Strategy for Structural Design of Reinforced Concrete Slabs in Real-World High-Rise Buildings

This paper proposes a data-driven strategy leveraging the XGBoost (Extreme Gradient Boosting) algorithm to accurately predict the required reinforcement and the deflection of reinforced concrete (RC) slabs in real-world high-rise buildings. To achieve the objective, two distinct predictive models with tailored input pa...

Chan-Huy Mai, N. Nguyễn, Khanh-Hoang Vu et al. · 0 citations

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