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Certified Dimension Reduction for Bayesian Updating with the Cross-Entropy Method
Work
Year: 2023
Type: article
Abstract: .In inverse problems, the parameters of a model are estimated based on observations of the model response. The Bayesian approach is powerful for solving such problems; one formulates a prior distribut... more
Source: SIAM/ASA Journal on Uncertainty Quantification
Authors Max Ehre, Rafael Flock, Martin Fußeder, Iason Papaioannou, Dániel Straub
Institutions Technical University of Munich, Technical University of Denmark
Cites: 53
Cited by: 4
Related to: 10
FWCI: 1.245
Citation percentile (by year/subfield): 77.03
Topic: Probabilistic and Robust Engineering Design
Subfield: Statistics, Probability and Uncertainty
Field: Decision Sciences
Domain: Social Sciences
Open Access status: green
Funders Deutsche Forschungsgemeinschaft, Deutsche Forschungsgemeinschaft, Deutsche Forschungsgemeinschaft
Grant IDS BL 306/33, STR 1140/11-1, PA 2901/1-1