Deep Learning for Physics Research
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Book Overview A core principle of physics is knowledge gained from data. Thus, deep learning has instantly entered physics and may become a new paradig...
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.
Book Details Format: Paperback | Pages: 340 | Language: English | Publisher: WORLD SCIENTIFIC PUB CO INC | ISBN: 9811285322
FormatPaperback
Pages340
LanguageEnglish
ISBN9811285322
EAN9789811285325
PublisherWORLD SCIENTIFIC PUB CO INC
Publication Date1970-01-01
AccessoriesNo Accessory
ConditionNew
Product TypeQUALITY PAPERBACK BOOKS
Weight1.0 Pounds
Length9.0 Inches
Width6.0 Inches
Height0.71 Inches
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