DEEP LEARNING FOR PHYSICS RESEARCH

DEEP LEARNING FOR PHYSICS RESEARCH

ERDMANN MARTIN / Gregor Kasieczka / Jonas Glombitza / JONAS GLOMBITZA GREGOR MARTIN ERDMANN / Martin Erdmann

73,05 €
IVA incluido
Disponible
Editorial:
World Scientific Publishing Co Pte Ltd
Año de edición:
2021
ISBN:
9789811285325
73,05 €
IVA incluido
Disponible

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Sobre IBD

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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Otros libros del autor

  • DEEP LEARNING FOR PHYSICS RESEARCH
    ERDMANN MARTIN / Gregor Kasieczka / Jonas Glombitza / JONAS GLOMBITZA GREGOR MARTIN ERDMANN / Martin Erdmann
    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 a...