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Explainable machine learning models for predicting the axial compression capacity of concrete filled steel tubular columns

Celal Çakıroğlu, Kamrul Islam, Gebrai̇l Bekdaş, Ümit Işıkdağ, Sujith Mangalathu

2022Construction and Building Materials115 citationsDOI

Topics & Concepts

Gradient boostingCategorical variableStructural engineeringBoosting (machine learning)AdaBoostMachine learningCompression (physics)Computer scienceRandom forestArtificial intelligenceCompressive strengthEngineeringMathematicsSupport vector machineMaterials scienceComposite materialStructural Load-Bearing AnalysisStructural Behavior of Reinforced ConcreteStructural Engineering and Vibration Analysis
Explainable machine learning models for predicting the axial compression capacity of concrete filled steel tubular columns | Litcius