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The Statistical Physics of Data Assimilation and Machine Learning - Hardcover

Abarbanel, Henry D. I.

 
9781316519639: The Statistical Physics of Data Assimilation and Machine Learning
Hardcover
ISBN 10: 1316519635 ISBN 13: 9781316519639
Publisher: Cambridge University Press, 2022

Synopsis

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

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About the Author

Henry D. I. Abarbanel has worked in several fields of physics including high energy physics, nonlinear dynamics, and data assimilation in neurobiology. He is the author of two previous books: Analysis of Observed Chaotic Data (1996) and Predicting the Future: Completing Models of Observed Complex Systems (2013). He is a Distinguished Professor of Physics at University of California, San Diego (UCSD) and a Distinguished Research Physicist at UCSD's Scripps Institution of Oceanography.

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Publisher
Cambridge University Press
Publication date
2022
Language
English
ISBN 10 
1316519635
ISBN 13 
9781316519639
Binding
Hardcover
Number of pages
204