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Prediction of Shear Capacity of Fiber-Reinforced Polymer-Reinforced Concrete Beams Based on Machine Learning

To address the existing challenges of lacking a unified and reliable shear capacity prediction model for fiber-reinforced polymer (FRP)-strengthened reinforced concrete beams (FRP-SRCB) and the excessive experimental workload, this study establishes a shear capacity prediction model for FRP-SRCB bas...

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Principais autores: Jitao Zhao, Miaomiao Zhu, Lidan Xu, Ming Chen, Mingfang Shi
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2025-06-01
coleção:Buildings
Assuntos:
FRP reinforcement
reinforced concrete beams
capacity prediction
machine learning
ANN
XGBoost
Acesso em linha:https://www.mdpi.com/2075-5309/15/11/1908
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