Titlebook: Data Assimilation; A Mathematical Intro Kody Law,Andrew Stuart,Konstantinos Zygalakis Textbook 2015 Springer International Publishing Switz

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Kody Law,Andrew Stuart,Konstantinos ZygalakisProvides a unified mathematical framework for the systematic study of data assimilation.Opens the area of data assimilation to mathematical and computational scientists.Explains how to think about ble

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https://doi.org/10.1007/978-3-319-20325-6Bayesian Statistics; Data Assimilation; Dynamical Systems; Filtering; Optimization

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Data Assimilation978-3-319-20325-6Series ISSN 0939-2475 Series E-ISSN 2196-9949

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Michele Vurro,Ivan Portoghese,Emanuela Brunoata assimilation. In particular, we touch on the subjects of probability, dynamical systems, probability metrics, and dynamical systems for probability measures, in Sections?1.1,?1.2,?1.3, and?1.4 respectively. Our treatment is necessarily terse and very selective, and the bibliography section?1.5 provides references to the literature.

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C. Seigneur,E. Constantinou,L. Levinto-follow MATLAB programs. We have followed the same principles as in Chapter?., and again the code may be readily extended to solve problems more complex than those described in Examples?.–., which will be used for most of our illustrations.

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0939-2475 cal researchers interested in a systematic development of this interdisciplinary field, and at researchers from the geosciences, and a variety of other scientific fields, who use tools from data assimilation to978-3-319-36687-6978-3-319-20325-6Series ISSN 0939-2475 Series E-ISSN 2196-9949

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