Deep Learning For Physics Research
Book Details
Format
Hardback or Cased Book
ISBN-10
981123745X
ISBN-13
9789811237454
Publisher
World Scientific Publishing Co Pte Ltd
Imprint
World Scientific Publishing Co Pte Ltd
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jun 28th, 2021
Print length
340 Pages
Weight
650 grams
Dimensions
15.80 x 23.40 x 2.20 cms
Product Classification:
Condensed matter physics (liquid state & solid state physics)
Ksh 19,800.00
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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.
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