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Deep Learning For Physics Research

By: Martin Erdmann,Jonas Glombitza,Gregor Kasieczka,Uwe Klemradt

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Deep Learning For Physics Research

By: Martin Erdmann,Jonas Glombitza,Gregor Kasieczka,Uwe Klemradt

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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Page Count

340

Publisher

World Scientific

Published Date

ISBN 10

9811237476

ISBN 13

9789811237478

Deep Learning For Physics Research

By: Martin Erdmann,Jonas Glombitza,Gregor Kasieczka,Uwe Klemradt

Write a review Read reviews Take a Quiz Solve Book Puzzle

Deep Learning For Physics Research

By: Martin Erdmann,Jonas Glombitza,Gregor Kasieczka,Uwe Klemradt

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.

Average ratings

N/A

5

0%

4

0%

3

0%

2

0%

1

0%

Write a review

Solve jigsaw puzzle

Age

Page Count

340

Publisher

World Scientific

Published Date

ISBN 10

9811237476

ISBN 13

9789811237478

Book's by Uwe Klemradt

Deep Learning For Physics Research

Deep Learning For Physics Research

Deep Learning For Physics Research

Deep Learning For Physics Research

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