Bayesian calibration for Lamb wave propagation on a composite plate using a machine learning surrogate model
Leonardo de Paula S. Ferreira, Rafael de Oliveira Teloli, Samuel da Silva, Elói Figueiredo, Ionut Moldovan, N. M. M. Maia, Carlos Alberto Cimini
Topics & Concepts
Surrogate modelMarkov chain Monte CarloMonte Carlo methodBayesian inferenceComputer scienceUncertainty quantificationPropagation of uncertaintyFinite element methodSensitivity (control systems)CalibrationMetropolis–Hastings algorithmAlgorithmBayesian probabilityMachine learningArtificial intelligenceEngineeringMathematicsElectronic engineeringStructural engineeringStatisticsUltrasonics and Acoustic Wave PropagationStructural Health Monitoring TechniquesNon-Destructive Testing Techniques