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DEEP LEARNING FOR PHYSICS RESEARCH - Erdmann Martin

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2023-11-02
67,70 € 112,83 €

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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 ... Täielik kirjeldus

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Kirjeldus

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.

Lisateave

Autor Erdmann Martin
Kirjastaja World Scientific
Väljalaskeaasta 2023
Kaanetüüp Pehme kaanega
EAN 9789811285325
Kirjuta oma arvustus
Te vaatate: DEEP LEARNING FOR PHYSICS RESEARCH
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67,70 € 112,83 €