Deep Learning for Physics Research

Name: Deep Learning for Physics Research
Brand: WORLD SCIENTIFIC PUB CO INC
SKU: 9789811285325
Price: 1385 CZK
Availability: InStock

Autor: Jonas Glombitza, Gregor Kasieczka

Jazyk:

Vazba: Brožovaná

Vydavatel: WORLD SCIENTIFIC PUB CO INC

Dostupnost: Skladem u dodavatele

Odesíláme za 9-15 dnů

1 385 Kč

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

Informace o knize

Autor

Jonas Glombitza, Gregor Kasieczka

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2021

Stránek

340

EAN

9789811285325

ISBN

9811285322

Enbook ID

44214263

Vydavatel

WORLD SCIENTIFIC PUB CO INC

Hmotnost

453

Kompletní popis

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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