Filtering complex turbulent systems [electronic resource] / Andrew J. Majda, John Harlim
- Author:
- Majda, Andrew, 1949-
- Published:
- Cambridge ; New York : Cambridge University Press, 2012.
- Physical Description:
- vii, 357 p. : ill. ; 26 cm.
- Additional Creators:
- Harlim, John
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- Restrictions on Access:
- License restrictions may limit access.
- Contents:
- 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.
- Subject(s):
- Genre(s):
- ISBN:
- 9781107016668
1107016665 - Bibliography Note:
- Includes bibliographical references (p. [350]-355) and index.
View MARC record | catkey: 24783417