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A simple and flexible bootstrap-based framework to quantify epistemic uncertainty of ground motion models by light gradient boosting machine

Tianxing Wen, Jianguang He, Liqiang Jiang, Liqiang Jiang, Yanliang Du, Lizhong Jiang, Lizhong Jiang

2023Applied Soft Computing15 citationsDOI

Topics & Concepts

Uncertainty quantificationBootstrapping (finance)Artificial intelligenceComputer scienceOverfittingBoosting (machine learning)Machine learningInferenceArtificial neural networkEconometricsMathematicsSeismic Performance and AnalysisStructural Health Monitoring TechniquesSeismic Waves and Analysis
A simple and flexible bootstrap-based framework to quantify epistemic uncertainty of ground motion models by light gradient boosting machine | Litcius