Verwandte Artikel zu DEEP LEARNING FOR PHYSICS RESEARCH

DEEP LEARNING FOR PHYSICS RESEARCH - Hardcover

Erdmann Martin

 
9789811237454: DEEP LEARNING FOR PHYSICS RESEARCH
Hardcover
ISBN 10: 981123745X ISBN 13: 9789811237454
Verlag: World Scientific Publ., 2021

Inhaltsangabe

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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Verlag
World Scientific Publ.
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
981123745X
ISBN 13 
9789811237454
Einband
Gebundene Ausgabe
Anzahl der Seiten
340
Kontakt zum Hersteller
World Scientific Publishing
https://www.worldscientific.com/

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