Nonlinear Data Assimilation

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Nonlinear Data Assimilation
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Authors: Peter Jan Van Leeuwen
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Type: BOOK - Published: 2015-07-22 - Publisher: Springer

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This book contains two review articles on nonlinear data assimilation that deal with closely related topics but were written and can be read independently. Both
Particle Filters for Nonlinear Data Assimilation
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An Investigation of Linear and Nonlinear Data Assimilation Methods in the Presence of Model Error
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Ocean Forecasting
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The Advanced Study Courses in the field of Marine Science and Technology were part of the training programme developed from 1989 until 1999 within MAST, the Mar
The Statistical Physics of Data Assimilation and Machine Learning
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Authors: Henry D. I. Abarbanel
Categories: Computers
Type: BOOK - Published: 2022-02-17 - Publisher: Cambridge University Press

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The theory of data assimilation and machine learning is introduced in an accessible manner for undergraduate and graduate students.