Name: Deep Learning For Physics Research - Erdmann, Martin (Rwth Aachen Univ, Glombitza, Jonas (Rwth Aachen Univ, Kasieczka, Gregor (Univ Of Hamburg, Klemradt, Uwe (Rwth Aachen Univ
Price: 124.1 EUR
Author: Erdmann, Martin (Rwth Aachen Univ, Glombitza, Jonas (Rwth Aachen Univ, Kasieczka, Gregor (Univ Of Hamburg, Klemradt, Uwe (Rwth Aachen Univ
ISBN: 9789811237454

Deep Learning For Physics Research

Erdmann, Martin (Rwth Aachen Univ, Glombitza, Jonas (Rwth Aachen Univ, Kasieczka, Gregor (Univ Of Hamburg, Klemradt, Uwe (Rwth Aachen Univ

Description

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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Writer: Erdmann, Martin (Rwth Aachen Univ, Glombitza, Jonas (Rwth Aachen Univ, Kasieczka, Gregor (Univ Of Hamburg, Klemradt, Uwe (Rwth Aachen Univ
Title: Deep Learning For Physics Research
Publisher: World Scientific Publishing Co Pte Ltd

Year: 2021
Language: English
Pages: 340
Weight: 650 gr

EAN: 9789811237454
Dimensions: 158 x 234 x 22 mm
Binding format: Gebonden

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Deep Learning For Physics Research

Erdmann, Martin (Rwth Aachen Univ, Glombitza, Jonas (Rwth Aachen Univ, Kasieczka, Gregor (Univ Of Hamburg, Klemradt, Uwe (Rwth Aachen Univ

Description

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