Deep Learning in Science

Deep Learning in Science
Author: Pierre Baldi
Publisher: Cambridge University Press
Total Pages: 387
Release: 2021-07
Genre: Computers
ISBN: 1108845355


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Rigorous treatment of the theory of deep learning from first principles, with applications to beautiful problems in the natural sciences.


Deep Learning in Science
Language: en
Pages: 387
Authors: Pierre Baldi
Categories: Computers
Type: BOOK - Published: 2021-07 - Publisher: Cambridge University Press

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Rigorous treatment of the theory of deep learning from first principles, with applications to beautiful problems in the natural sciences.
Deep Learning for the Life Sciences
Language: en
Pages: 236
Authors: Bharath Ramsundar
Categories: Science
Type: BOOK - Published: 2019-04-10 - Publisher: O'Reilly Media

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Deep learning has already achieved remarkable results in many fields. Now it’s making waves throughout the sciences broadly and the life sciences in particula
Deep Learning for the Earth Sciences
Language: en
Pages: 436
Authors: Gustau Camps-Valls
Categories: Technology & Engineering
Type: BOOK - Published: 2021-08-18 - Publisher: John Wiley & Sons

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DEEP LEARNING FOR THE EARTH SCIENCES Explore this insightful treatment of deep learning in the field of earth sciences, from four leading voices Deep learning i
Deep Learning and Physics
Language: en
Pages: 207
Authors: Akinori Tanaka
Categories: Science
Type: BOOK - Published: 2021-03-24 - Publisher: Springer Nature

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What is deep learning for those who study physics? Is it completely different from physics? Or is it similar? In recent years, machine learning, including deep
Deep Learning For Physics Research
Language: en
Pages: 340
Authors: Martin Erdmann
Categories: Science
Type: BOOK - Published: 2021-06-25 - Publisher: World Scientific

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A core principle of physics is knowledge gained from data. Thus, deep learning has instantly entered physics and may become a new paradigm in basic and applied