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Carte Deep Learning for Physics Research Jonas Glombitza

Deep Learning for Physics Research

Autor: Jonas Glombitza, Gregor Kasieczka
Limbă: engleză
Legare: Carte broșată
Editura: WORLD SCIENTIFIC PUB CO INC
Disponibilitate: În depozitul extern
Expediem în 9-15 zile
328.55 lei
A core principle of physics is knowledge gained from data. Thus, deep learning has instantly entered...

Informații despre carte

Autor
Jonas Glombitza, Gregor Kasieczka
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2021
Pagini
340
EAN
9789811285325
ISBN
9811285322
Enbook ID
44214263
Editura
WORLD SCIENTIFIC PUB CO INC
Greutate
453

Descriere completă

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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