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Data-driven prediction of the shear capacity of ETS-FRP-strengthened beams in the hybrid 2PKT–ML approach

A new approach that combines analytical two-parameter kinematic theory (2PKT) with machine learning (ML) models for estimating the shear capacity of embedded through-section (ETS)-strengthened reinforced concrete (RC) beams is proposed. The 2PKT was first developed to validate its representativeness...

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Detalles Bibliográficos
Autores principales: Tran, Thai Son, Stitmannaithum, Boonchai, Van Hong Bui, Linh, Nguyen, Thanh-Truong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10646016/
https://www.ncbi.nlm.nih.gov/pubmed/37963991
http://dx.doi.org/10.1038/s41598-023-47064-1