Mechanism-aware physics-guided XGBoost model for shear strength prediction of FRP-strengthened RC beams

Abstract Shear strengthening of existing reinforced concrete beams via externally bonded fiber-reinforced polymer (FRP) systems is widely practiced; however, accurate prediction of shear capacity remains challenging due to complex interaction mechanisms, regime-dependent failure behavior, and the li...

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Principais autores:	Badhon Singha, Md. Sadiqul Islam, Nafis Niaz Chowdhury
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Springer 2026-04-01
coleção:	Discover Civil Engineering
Assuntos:	FRP-strengthened RC beams Shear strength prediction Physics Guided-ML Externally bonded FRP Explainable AI (SHAP)
Acesso em linha:	https://doi.org/10.1007/s44290-026-00476-0
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