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Machine learning-based model for the ultimate strength of circular concrete-filled fiber-reinforced polymer–steel composite tube columns

Kunting Miao, Zichao Pan, Airong Chen, Yang Wei, Yirui Zhang

2023Construction and Building Materials45 citationsDOI

Topics & Concepts

OverfittingSupport vector machineUltimate tensile strengthEmpirical modellingStructural engineeringCoefficient of determinationArtificial neural networkMaterials scienceParametric statisticsFiberRandom forestComputer scienceComposite materialMathematicsMachine learningEngineeringSimulationStatisticsStructural Load-Bearing AnalysisStructural Behavior of Reinforced ConcreteStructural Engineering and Vibration Analysis
Machine learning-based model for the ultimate strength of circular concrete-filled fiber-reinforced polymer–steel composite tube columns | Litcius