Bayesian updating and identifiability assessment of nonlinear finite element models
Mukesh K. Ramancha, Rodrigo Astroza, Ramin Madarshahian, Joel P. Conte
Topics & Concepts
IdentifiabilitySensitivity (control systems)Nonlinear systemUncertainty quantificationComputer scienceProbabilistic logicMathematical optimizationBayesian probabilityBayesian inferenceExtended Kalman filterFinite element methodKalman filterAlgorithmMathematicsMachine learningEngineeringArtificial intelligenceStructural engineeringElectronic engineeringPhysicsQuantum mechanicsStructural Health Monitoring TechniquesProbabilistic and Robust Engineering DesignInfrastructure Maintenance and Monitoring