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Type: BOOK - Published: 2022-02-17 - Publisher: Cambridge University Press

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Data assimilation is a hugely important mathematical technique, relevant in fields as diverse as geophysics, data science, and neuroscience. This modern book pr
Data Assimilation
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This book provides a systematic treatment of the mathematical underpinnings of work in data assimilation, covering both theoretical and computational approaches
Machine Learning with Neural Networks
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Authors: Bernhard Mehlig
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Type: BOOK - Published: 2021-10-28 - Publisher: Cambridge University Press

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This modern and self-contained book offers a clear and accessible introduction to the important topic of machine learning with neural networks. In addition to d
Data Assimilation and Control: Theory and Applications in Life Sciences
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The understanding of complex systems is a key element to predict and control the system’s dynamics. To gain deeper insights into the underlying actions of com
Predicting Storm Surges: Chaos, Computational Intelligence, Data Assimilation and Ensembles
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Accurate predictions of storm surge are of importance in many coastal areas in the world to avoid and mitigate its destructive impacts. For this purpose the phy