A fast Bayesian inference scheme for identification of local structural properties of layered composites based on wave and finite element-assisted metamodeling strategy and ultrasound measurements
Wang-Ji Yan, Dimitrios Chronopoulos, Sergio Cantero‐Chinchilla, Ka‐Veng Yuen, Costas Papadimitriou
Topics & Concepts
KrigingMetamodelingSurrogate modelBayesian inferencePosterior probabilityFinite element methodMarkov chain Monte CarloAlgorithmUncertainty quantificationComputer scienceSolverMonte Carlo methodBayesian probabilityMathematical optimizationMathematicsMachine learningEngineeringArtificial intelligenceStatisticsStructural engineeringProgramming languageStructural Health Monitoring TechniquesProbabilistic and Robust Engineering DesignUltrasonics and Acoustic Wave Propagation