Data-driven modal surrogate model for frequency response uncertainty propagation
Mladen Gibanica, Thomas Abrahamsson
Topics & Concepts
Surrogate modelUncertainty quantificationModalPropagation of uncertaintyPrincipal component analysisGaussian processMathematical optimizationMonte Carlo methodResidualModel selectionGaussianMathematicsComputer scienceDimension (graph theory)Representation (politics)AlgorithmApplied mathematicsArtificial intelligenceStatisticsPhysicsPure mathematicsChemistryPolymer chemistryQuantum mechanicsLawPolitical sciencePoliticsStructural Health Monitoring TechniquesProbabilistic and Robust Engineering DesignAcoustic Wave Phenomena Research