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Ground motion prediction model for shallow crustal earthquakes in Japan based on XGBoost with Bayesian optimization

Haotian Dang, Zifa Wang, Dengke Zhao, Xiangqi Wang, Zhaoyan Li, Dongliang Wei, Jianming Wang

2023Soil Dynamics and Earthquake Engineering19 citationsDOI

Topics & Concepts

ResidualHyperparameterRandom forestArtificial neural networkStandard deviationComputer scienceMean squared errorArtificial intelligenceAlgorithmMathematicsStatisticsSeismic Performance and AnalysisStructural Health Monitoring TechniquesDam Engineering and Safety
Ground motion prediction model for shallow crustal earthquakes in Japan based on XGBoost with Bayesian optimization | Litcius