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Deep Learning for Physics Research

Name: Deep Learning for Physics Research
Brand: WORLD SCIENTIFIC PUB CO INC
SKU: 44214263
Price: 58.86 EUR
Availability: InStock
Author: Jonas Glombitza
ISBN: 9789811285325

Jonas Glombitza

Gregor Kasieczka

Jazyk

Angličtina

Kniha Brožovaná

Libristo kód: 44214263

Nakladateľstvo WORLD SCIENTIFIC PUB CO INC, jún 2021

A core principle of physics is knowledge gained from data. Thus, deep learning has instantly entered... Celý popis

Libristo kód: 44214263

143 b

58.86 €

Skladom u dodávateľa Odosielame za 9-15 dní

30 dní na vrátenie tovaru

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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.