Hierarchical Bayesian uncertainty quantification of Finite Element models using modal statistical information
Omid Sedehi, Costas Papadimitriou, Lambros S. Katafygiotis
Topics & Concepts
ModalUncertainty quantificationBayesian probabilityComputer scienceAlgorithmFinite element methodIdentification (biology)Probability distributionComputationOperational Modal AnalysisProcess (computing)Data miningAggregate (composite)Bayesian inferenceModal analysisModal testingStatistical modelStructural health monitoringMathematicsStatistical parameterUncertainty analysisSystem identificationMonte Carlo methodPropagation of uncertaintyMeasurement uncertaintyStructural Health Monitoring TechniquesProbabilistic and Robust Engineering DesignModel Reduction and Neural Networks