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Deep Learning For Physics Research

Name: Deep Learning For Physics Research
Brand: World Scientific Publishing Co Pte Ltd
SKU: 35621350
Price: 103.23 EUR
Availability: InStock
Author: Jonas Glombitza
ISBN: 9789811237454

Jonas Glombitza

Gregor Kasieczka

Language

English

Book Hardback

Libristo code: 35621350

Publishers World Scientific Publishing Co Pte Ltd, June 2021

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

Libristo code: 35621350

250 b

103.23 €

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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.