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Optimal selection of scalar and vector-valued seismic intensity measures based on Gaussian Process Regression

Yexiang Yan, Ye Xia, Jipeng Yang, Limin Sun

2021Soil Dynamics and Earthquake Engineering47 citationsDOI

Topics & Concepts

KrigingFragilityScalar (mathematics)Support vector machineComputer scienceParametric statisticsGaussian processMathematical optimizationData miningMachine learningGaussianAlgorithmArtificial intelligenceMathematicsStatisticsGeometryPhysical chemistryPhysicsChemistryQuantum mechanicsSeismic Performance and AnalysisStructural Health Monitoring TechniquesGeotechnical Engineering and Underground Structures
Optimal selection of scalar and vector-valued seismic intensity measures based on Gaussian Process Regression | Litcius