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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Deep Learning For Physics Research
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World Scientific Publishing Company, 2021
ISBN 10: 9811285322
ISBN 13: 9789811285325
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Deep Learning For Physics Research
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ISBN 10: 9811285322
ISBN 13: 9789811285325
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Deep Learning For Physics Research
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ISBN 10: 9811285322
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Paperback. Condition: New. 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. Seller Inventory # LU-9789811285325
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Deep Learning For Physics Research
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ISBN 10: 9811285322
ISBN 13: 9789811285325
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Paperback. Condition: New. 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. Seller Inventory # LU-9789811285325
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Deep Learning For Physics Research
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World Scientific Publishing Co Pte Ltd, 2021
ISBN 10: 9811285322
ISBN 13: 9789811285325
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Deep Learning For Physics Research
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ISBN 13: 9789811285325
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Paperback. Condition: new. Paperback. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9789811285325