Multi-fidelity modelling via recursive co-kriging and Gaussian–Markov random fields
نویسندگان
چکیده
منابع مشابه
Multi-fidelity modelling via recursive co-kriging and Gaussian-Markov random fields.
We propose a new framework for design under uncertainty based on stochastic computer simulations and multi-level recursive co-kriging. The proposed methodology simultaneously takes into account multi-fidelity in models, such as direct numerical simulations versus empirical formulae, as well as multi-fidelity in the probability space (e.g. sparse grids versus tensor product multi-element probabi...
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Article history: Received 17 July 2016 Received in revised form 10 November 2016 Accepted 23 January 2017 Available online xxxx
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ژورنال
عنوان ژورنال: Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences
سال: 2015
ISSN: 1364-5021,1471-2946
DOI: 10.1098/rspa.2015.0018