Prediction of shear capacity of steel channel sections using machine learning algorithms
Madhushan Dissanayake, Hoang X. Nguyen, Keerthan Poologanathan, Perampalam Gatheeshgar, Irindu Upasiri, Heshachanaa Rajanayagam, Thadshajini Suntharalingam
Topics & Concepts
HyperparameterMachine learningArtificial intelligencePerceptronSupport vector machineAlgorithmHyperparameter optimizationGradient boostingComputer scienceMultilayer perceptronExtreme learning machineShear (geology)Artificial neural networkMaterials scienceRandom forestComposite materialStructural Health Monitoring TechniquesStructural Load-Bearing AnalysisMechanical stress and fatigue analysis