Fiber reinforced concrete corbels: modeling shear strength via symbolic regression

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dc.contributor.authorKurtoğlu, Ahmet Emin
dc.contributor.authorGülşan, Mehmet Eren
dc.contributor.authorAbdi, Hussein A.
dc.contributor.authorKamil, Mohammed A.
dc.contributor.authorÇevik, Abdulkadir
dc.date.accessioned2024-06-13T20:18:20Z
dc.date.available2024-06-13T20:18:20Z
dc.date.issued2017
dc.departmentFakülteler, Mühendislik Fakültesi, İnşaat Mühendisliği Bölümü
dc.description.abstractIn this study, a novel application of symbolic regression (SR) is employed for the prediction of ultimate shear strength of steel fiber reinforced (SFRC) and glass fiber reinforced (GFRC) corbels without stirrups, for the first time in the literature. A database is created using the test results (42 tests) conducted by the authors of current paper as well as the previous studies available in the literature. A symbolic regression based empirical formulation is proposed using this database. The formulation is unique in a way that it has the capability to predict the shear strength of both SFRC and GFRC corbels. The performance of proposed model is tested against randomly selected testing set. Additionally, a parametric study with a wide range of variables is carried out to test the effect of each parameter on the shear strength. The results confirm the high prediction capacity of proposed model.
dc.description.sponsorshipGaziantep University [MF.12.13]
dc.identifier.doi10.12989/cac.2017.20.1.065
dc.identifier.endpage75
dc.identifier.issn1598-8198
dc.identifier.issn1598-818X
dc.identifier.issue1
dc.identifier.scopus2-s2.0-85025459927
dc.identifier.scopusqualityQ1
dc.identifier.startpage65
dc.identifier.urihttps://doi.org/10.12989/cac.2017.20.1.065
dc.identifier.urihttps://hdl.handle.net/11501/1336
dc.identifier.volume20
dc.identifier.wosWOS:000407217900008
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorKurtoğlu, Ahmet Emin
dc.language.isoen
dc.publisherTechno-Press
dc.relation.ispartofComputers and Concrete
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectSymbolic Regression
dc.subjectReinforced Concrete Corbel
dc.subjectFiber Reinforced Concrete
dc.subjectShear Strength
dc.subjectGlass Fiber
dc.subjectSteel Fiber
dc.titleFiber reinforced concrete corbels: modeling shear strength via symbolic regression
dc.typeArticle

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