Efficient Bayesian inference for finite element model updating with surrogate modeling techniques
Qiang Li, Xiuli Du, Pinghe Ni, Qiang Han, Kun Xu, Zhishen Yuan
Topics & Concepts
Surrogate modelFinite element methodBayesian inferenceInferenceComputer scienceMarkov chain Monte CarloUncertainty quantificationBayesian probabilityAlgorithmMachine learningMathematical optimizationArtificial intelligenceMathematicsEngineeringStructural engineeringStructural Health Monitoring TechniquesInfrastructure Maintenance and MonitoringConcrete Corrosion and Durability