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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

Inhaltsangabe

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

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Über die Autorin bzw. den Autor

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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