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Bibliographic Details

Title: Deep Learning for Physics Research
Publisher: World Scientific Publishing Company (edition )
Publication Date: 2021
Language: English
ISBN 10: 981123745X
ISBN 13: 9789811237454
Binding: Hardcover
Condition: Very Good

About this title

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.

"About this title" may belong to another edition of this title.

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AZ Texts LLC
228 Park Ave S Suite 38827, New York, NY, 10003, U.S.A.

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