Andrew Stuart – författare
Multiscale Methods
Averaging and Homogenization
928 kr
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1 138 kr
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Dynamical Systems and Numerical Analysis
1 715 kr
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Dynamical Systems and Numerical Analysis
1 138 kr
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409 kr
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Inverse Problems and Data Assimilation
418 kr
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Inverse Problems and Data Assimilation
1 002 kr
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474 kr
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471 kr
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357 kr
Skickas inom 5-8 vardagar
229 kr
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277 kr
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331 kr
Skickas inom 5-8 vardagar
293 kr
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345 kr
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Multiscale Methods
Averaging and Homogenization
928 kr
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171 kr
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405 kr
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165 kr
Skickas
160 kr
Skickas
150 kr
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Data Assimilation
A Mathematical Introduction
766 kr
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712 kr
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This book provides a systematic treatment of the mathematical underpinnings of work in data assimilation, covering both theoretical and computational approaches. Specifically the authors develop a unified mathematical framework in which a Bayesian formulation of the problem provides the bedrock for the derivation, development and analysis of algorithms; the many examples used in the text, together with the algorithms which are introduced and discussed, are all illustrated by the MATLAB software detailed in the book and made freely available online.
The book is organized into nine chapters: the first contains a brief introduction to the mathematical tools around which the material is organized; the next four are concerned with discrete time dynamical systems and discrete time data; the last four are concerned with continuous time dynamical systems and continuous time data and are organized analogously to the corresponding discrete time chapters.
This book isaimed at mathematical 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 to combine data with time-dependent models. The numerous examples and illustrations make understanding of the theoretical underpinnings of data assimilation accessible. Furthermore, the examples, exercises and MATLAB software, make the book suitable for students in applied mathematics, either through a lecture course, or through self-study.
Data Assimilation
A Mathematical Introduction
549 kr
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161 kr
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