Prediction and variable importance analysis for small-strain stiffness of soil based on ensemble learning with Bayesian optimization
Yunhan Huang, Yaning Wang, Zhongze Xu, Peipei Wang, Peipei Wang
Topics & Concepts
Void ratioStiffnessMachine learningEnsemble learningRandom forestEmpirical modellingHyperparameterBayesian optimizationComputer scienceArtificial intelligenceGeotechnical engineeringEngineeringStructural engineeringSimulationGeotechnical Engineering and AnalysisGeotechnical Engineering and Soil MechanicsSoil and Unsaturated Flow