Deep Learning for Physics Research

Name: Deep Learning for Physics Research
Brand: WORLD SCIENTIFIC PUB CO INC
SKU: 9789811285325
Price: 57.27 EUR
Availability: InStock

Autor: Jonas Glombitza, Gregor Kasieczka

Jazyk:

Väzba: Brožovaná

Vydavateľ: WORLD SCIENTIFIC PUB CO INC

Dostupnosť: Skladom u dodávateľa

Odosielame za 9-15 dní

57.27 €

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

Informácie o knihe

Autor

Jonas Glombitza, Gregor Kasieczka

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2021

Stránok

340

EAN

9789811285325

ISBN

9811285322

Enbook ID

44214263

Vydavateľ

WORLD SCIENTIFIC PUB CO INC

Hmotnosť

453

Kompletný 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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Deep Learning for Physics Research

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