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08 June 2022 16:30 - 18:30
Add Bayesian inference of engineering models: advances in theory and applications II Minisymposium organized by Oindrila Kanjilal, Iason Papaioannou, Daniel Straub, Geert Lombaert and Costas Papadimitriou |
Room: Nord – Norge (GF) MS32B Chair: Kostas Papakonstantinou |
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Certified Dimension Reduction for Bayesian Updating with the Cross-Entropy Method
Max Ehre, Rafael Flock, Iason Papaioannou and Daniel Straub Multilevel Markov chain Monte Carlo methods for Bayesian full-field data assimilation with application to structural health monitoring Pieter Vanmechelen, Geert Lombaert and Giovanni Samaey Bayesian Optimal Sensor Placement for Virtual Sensing and Strain Reconstruction Tulay Ercan, Omid Sedehi, Costas Papadimitriou and Lambros Katafygiotis Greedy sensor placement for Bayesian inverse problems via model order reduction Nicole Aretz, Nada Cvetkovic, Francesco Silva and Karen Veroy Variational Bayesian Approximation of Inverse Problems using Sparse Precision Matrices Jan Povala, Ieva Kazlauskaite, Eky Febrianto, Fehmi Cirak and Mark Girolami Scalable statistical finite elements via partial differential equation representation of Matérn fields Kim Jie Koh, Eky Febrianto and Fehmi Cirak |
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