Improved hierarchical Bayesian modeling framework with arbitrary polynomial chaos for probabilistic model updating
Q.Q. Li, Xiuli Du, Pinghe Ni, Qiang Han, Kun Xu, Yu‐Lei Bai
Topics & Concepts
HyperparameterPolynomial chaosComputer scienceUncertainty quantificationStructural health monitoringBayesian probabilityBayesian inferenceAlgorithmSurrogate modelHyperparameter optimizationProbabilistic logicMachine learningData miningArtificial intelligenceMathematicsEngineeringMonte Carlo methodStatisticsSupport vector machineStructural engineeringStructural Health Monitoring TechniquesProbabilistic and Robust Engineering DesignInfrastructure Maintenance and Monitoring