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A novel machine learning model to predict the moment capacity of cold-formed steel channel beams with edge-stiffened and un-stiffened web holes

Yecheng Dai, Krishanu Roy, Zhiyuan Fang, Boshan Chen, Gary M. Raftery, James B.P. Lim

2022Journal of Building Engineering80 citationsDOI

Topics & Concepts

Parametric statisticsStructural engineeringBeam (structure)Moment (physics)Enhanced Data Rates for GSM EvolutionBending momentFinite element methodMean squared errorBendingMathematicsEngineeringComputer scienceStatisticsPhysicsArtificial intelligenceClassical mechanicsStructural Load-Bearing AnalysisMechanical stress and fatigue analysisStructural Behavior of Reinforced Concrete
A novel machine learning model to predict the moment capacity of cold-formed steel channel beams with edge-stiffened and un-stiffened web holes | Litcius