Ground motion amplification models for Japan using machine learning techniques
Sunyul Kim, Youngdeok Hwang, Hwanwoo Seo, Byungmin Kim
Topics & Concepts
Ground motionRandom forestArtificial neural networkGradient boostingBoreholeComputer scienceEmpirical modellingMachine learningArtificial intelligenceRegressionStrong ground motionBoosting (machine learning)GeologySeismologySimulationGeotechnical engineeringStatisticsMathematicsSeismic Performance and AnalysisStructural Health Monitoring TechniquesSeismic Waves and Analysis