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Michael Sinsbeck
Publication Activity (10 Years)
Years Active: 2015-2021
Publications (10 Years): 4
Top Topics
Bayesian Model
Data Assimilation
Inverse Problems
Kalman Filter
Top Venues
SIAM/ASA J. Uncertain. Quantification
Frontiers Artif. Intell.
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Publications
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Michael Sinsbeck
,
Emily Cooke
,
Wolfgang Nowak
Sequential Design of Computer Experiments for the Computation of Bayesian Model Evidence.
SIAM/ASA J. Uncertain. Quantification
9 (1) (2021)
Michael Sinsbeck
,
Marvin Höge
,
Wolfgang Nowak
Exploratory-Phase-Free Estimation of GP Hyperparameters in Sequential Design Methods - At the Example of Bayesian Inverse Problems.
Frontiers Artif. Intell.
3 (2020)
Michael Sinsbeck
,
Wolfgang Nowak
Sequential Design of Computer Experiments for the Solution of Bayesian Inverse Problems.
SIAM/ASA J. Uncertain. Quantification
5 (1) (2017)
Michael Sinsbeck
,
Daniel M. Tartakovsky
Impact of Data Assimilation on Cost-Accuracy Tradeoff in Multifidelity Models.
SIAM/ASA J. Uncertain. Quantification
3 (1) (2015)