Deep Learning For Physics Research
Download Deep Learning For Physics Research full books in PDF, epub, and Kindle. Read online free Deep Learning For Physics Research ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!
Deep Learning For Physics Research
Author | : Martin Erdmann |
Publisher | : World Scientific |
Total Pages | : 340 |
Release | : 2021-06-25 |
Genre | : Science |
ISBN | : 9811237476 |
Download Deep Learning For Physics Research Book in PDF, Epub and Kindle
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.