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Bayesian bounds for matched-field parameter estimation

✍ Scribed by Wen Xu; Baggeroer, A.B.; Richmond, C.D.

Book ID: 119821906
Publisher: IEEE
Year: 2004
Tongue: English
Weight: 499 KB
Volume: 52
Category: Article
ISSN: 1053-587X
DOI: 10.1109/tsp.2004.837437

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## Abstract This paper presents two techniques, i.e. the proper orthogonal decomposition (POD) and the stochastic collocation method (SCM), for constructing surrogate models to accelerate the Bayesian inference approach for parameter estimation problems associated with partial differential equation