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Kniha Deep Learning For Physics Research Jonas Glombitza

Deep Learning For Physics Research

Autor: Jonas Glombitza, Gregor Kasieczka
Jazyk: Angličtina
Väzba: Pevná
Vydavateľ: World Scientific Publishing Co Pte Ltd
Dostupnosť: Skladom u dodávateľa
Odosielame za 14-21 dní
95.72 €
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 - Pevná
Vydalo
2021
Stránok
340
EAN
9789811237454
ISBN
981123745X
Enbook ID
35621350
Vydavateľ
World Scientific Publishing Co Pte Ltd
Hmotnosť
650
Rozmery
234 x 158 x 22

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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