Bayesian model updating with finite element vs surrogate models: Application to a miter gate structural system
Mukesh K. Ramancha, Manuel A. Vega, Joel P. Conte, Michael D. Todd, Zhen Hu
Topics & Concepts
Surrogate modelFinite element methodUncertainty quantificationBayesian inferenceGaussian processBayesian probabilityAlgorithmComputer scienceCalibrationEngineeringGaussianArtificial intelligenceMachine learningMathematicsStructural engineeringStatisticsQuantum mechanicsPhysicsStructural Health Monitoring TechniquesProbabilistic and Robust Engineering DesignInfrastructure Maintenance and Monitoring