Explainable machine learning models for punching shear strength estimation of flat slabs without transverse reinforcement
Sujith Mangalathu, Han-Byeol Shin, Eunsoo Choi, Jong‐Su Jeon
Topics & Concepts
Gradient boostingSupport vector machineMachine learningRandom forestArtificial intelligenceExtreme learning machineBoosting (machine learning)MulticollinearityPunchingComputer scienceBrittlenessDecision treeCoefficient of determinationMathematicsLinear regressionStructural engineeringEngineeringMaterials scienceMechanical engineeringComposite materialArtificial neural networkStructural Health Monitoring TechniquesStructural Response to Dynamic LoadsStructural Behavior of Reinforced Concrete