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Strength prediction of concrete-filled steel tubular columns using Categorical Gradient Boosting algorithm

Seunghye Lee, Thuc P. Vo, Huu‐Tai Thai, Jaehong Lee, Vipulkumar Ishvarbhai Patel

2021Engineering Structures133 citationsDOIOpen Access PDF

Topics & Concepts

EurocodeCategorical variableBoosting (machine learning)Structural engineeringGradient boostingNonlinear systemAlgorithmMathematicsComputer scienceEngineeringArtificial intelligenceStatisticsRandom forestPhysicsQuantum mechanicsStructural Load-Bearing AnalysisStructural Behavior of Reinforced ConcreteConcrete Corrosion and Durability
Strength prediction of concrete-filled steel tubular columns using Categorical Gradient Boosting algorithm | Litcius