Deep Learning for Physics Research - Erdmann, Martin (RWTH Aachen University, Germany) - Bøker - World Scientific Publishing Co Pte Ltd - 9789811237454 - 28. juni 2021
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Erdmann, Martin (RWTH Aachen University, Germany)
Deep Learning for Physics Research

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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 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.

340 pages

Media Bøker     Innbunden bok   (Bok med hard rygg og stivt omslag)
Utgitt 28. juni 2021
ISBN13 9789811237454
Utgivere World Scientific Publishing Co Pte Ltd
Antall sider 340
Mål 234 × 158 × 22 mm   ·   650 g
Språk Engelsk  

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