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Filtering complex turbulent systems /

The authors develop a systematic applied mathematics perspective on the problems associated with filtering complex turbulent systems.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Majda, Andrew, 1949-
Otros Autores: Harlim, John
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge ; New York : Cambridge University Press, 2012.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Majda, Andrew,  |d 1949-  |1 https://id.oclc.org/worldcat/entity/E39PBJfcPB3xmBKqhWMvg73xXd 
245 1 0 |a Filtering complex turbulent systems /  |c Andrew J. Majda, John Harlim. 
260 |a Cambridge ;  |a New York :  |b Cambridge University Press,  |c 2012. 
300 |a 1 online resource (vii, 357 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
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347 |a data file 
504 |a Includes bibliographical references (pages 350-355) and index. 
588 0 |a Print version record. 
505 0 |a 1. Introduction and overview: mathematical strategies for filtering turbulent systems -- 2. Filtering a stochastic complex scalar: the prototype test problem -- 3. The Kalman filter for vector systems: reduced filters and a three-dimensional toy model -- 4. Continuous and discrete Fourier series and numerical discretization -- 5. Stochastic models for turbulence -- 6. Filtering turbulent signals: plentiful observations -- 7. Filtering turbulent signals: regularly spaced sparse observations -- 8. Filtering linear stochastic PDE models with instability and model error -- 9. Strategies for filtering nonlinear systems -- 10. Filtering prototype nonlinear slow-fast systems -- 11. Filtering turbulent nonlinear dynamical systems by finite ensemble methods -- 12. Filtering turbulent nonlinear dynamical systems by linear stochastic models -- 13. Stochastic parametrized extended Kalman filter for filtering turbulent signals with model error -- 14. Filtering turbulent tracers from partial observations: an exactly solvable test model -- 15. The search for efficient skillful particle filters for high-dimensional turbulent dynamical systems. 
520 |a The authors develop a systematic applied mathematics perspective on the problems associated with filtering complex turbulent systems. 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
650 0 |a Filters and filtration  |x Mathematics. 
650 0 |a Turbulence. 
650 0 |a Numerical analysis. 
650 6 |a Turbulence. 
650 6 |a Analyse numérique. 
650 7 |a SCIENCE  |x Chemistry  |x Industrial & Technical.  |2 bisacsh 
650 7 |a TECHNOLOGY & ENGINEERING  |x Chemical & Biochemical.  |2 bisacsh 
650 7 |a Análisis numérico  |2 embne 
650 0 7 |a Turbulencias  |2 embucm 
650 7 |a Numerical analysis  |2 fast 
650 7 |a Turbulence  |2 fast 
700 1 |a Harlim, John. 
758 |i has work:  |a Filtering complex turbulent systems (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCH6PbDm8m8xVTXQJd6QFDq  |4 https://id.oclc.org/worldcat/ontology/hasWork 
776 0 8 |i Print version:  |a Majda, Andrew, 1949-  |t Filtering complex turbulent systems.  |d Cambridge ; New York : Cambridge University Press, 2012  |z 9781107016668  |w (OCoLC)761858433 
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