Hierarchical Bayesian modeling framework for model updating and robust predictions in structural dynamics using modal features
Xinyu Jia, Omid Sedehi, Costas Papadimitriou, Lambros S. Katafygiotis, Babak Moaveni
Topics & Concepts
Propagation of uncertaintyUncertainty quantificationRobustness (evolution)Bayesian probabilitySensitivity analysisBayesian inferenceComputer scienceModalInferencePosterior probabilityAlgorithmUncertainty analysisMachine learningArtificial intelligenceBiochemistryGeneChemistrySimulationPolymer chemistryStructural Health Monitoring TechniquesProbabilistic and Robust Engineering DesignConcrete Corrosion and Durability