Adaptive Construction of Surrogates for the Bayesian Solution of Inverse Problems
نویسندگان
چکیده
منابع مشابه
Adaptive Construction of Surrogates for the Bayesian Solution of Inverse Problems
The Bayesian approach to inverse problems typically relies on posterior sampling approaches, such as Markov chain Monte Carlo, for which the generation of each sample requires one or more evaluations of the parameter-to-observable map or forward model. When these evaluations are computationally intensive, approximations of the forward model are essential to accelerating sample-based inference. ...
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ژورنال
عنوان ژورنال: SIAM Journal on Scientific Computing
سال: 2014
ISSN: 1064-8275,1095-7197
DOI: 10.1137/130938189