Items related to Deep Learning for Physics Research
Synopsis
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 research.This textbook addresses physics students and physicists who want to understand what deep learning actually means, and what is the potential for their own scientific projects. Being familiar with linear algebra and parameter optimization is sufficient to jump-start deep learning. Adopting a pragmatic approach, basic and advanced applications in physics research are described. Also offered are simple hands-on exercises for implementing deep networks for which python code and training data can be downloaded.
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- PublisherWorld Scientific Publishing Company
- Publication date2021
- ISBN 10 981123745X
- ISBN 13 9789811237454
- BindingHardcover
- LanguageEnglish
- Number of pages340
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Deep Learning For Physics Research
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World Scientific Publishing Company, 2021
ISBN 10: 981123745X
ISBN 13: 9789811237454
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Deep Learning For Physics Research
Published by
World Scientific Publishing Company, 2021
ISBN 10: 981123745X
ISBN 13: 9789811237454
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Deep Learning for Physics Research
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ISBN 13: 9789811237454
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Deep Learning for Physics Research
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ISBN 13: 9789811237454
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Deep Learning For Physics Research
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Deep Learning For Physics Research
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ISBN 13: 9789811237454
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Deep Learning for Physics Research
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World Scientific Publishing Co Pte Ltd, 2021
ISBN 10: 981123745X
ISBN 13: 9789811237454
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Deep Learning For Physics Research
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World Scientific Publishing Company, 2021
ISBN 10: 981123745X
ISBN 13: 9789811237454
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Deep Learning for Physics Research
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ISBN 13: 9789811237454
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