Name: Deep Learning and Computational Physics
Price: 1349.00 ZAR
Availability: InStock
Author: Assad A. Oberai;Orazio Pinti;Deep Ray
ISBN: 9783031593475

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portada Deep Learning and Computational Physics

Type

Physical Book

Publisher

Springer International Publishing AG

Author

Assad A. Oberai;Orazio Pinti;Deep Ray

Year

2025

Pages

152

Format

Paperback

Dimensions

23.50 x 15.50 cm

ISBN13

9783031593475

Deep Learning and Computational Physics

Assad A. Oberai;Orazio Pinti;Deep Ray (Author) · Springer International Publishing AG · Paperback

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Synopsis "Deep Learning and Computational Physics"

The main objective of this book is to introduce a student who is familiar with elementary math concepts to select topics in deep learning. It exploits strong connections between deep learning algorithms and the techniques of computational physics to achieve two important goals. First, it uses concepts from computational physics to develop an understanding of deep learning algorithms. Second, it describes several novel deep learning algorithms for solving challenging problems in computational physics, thereby offering someone who is interested in modeling physical phenomena with a complementary set of tools. It is intended for senior undergraduate and graduate students in science and engineering programs. It is used as a textbook for a course (or a course sequence) for senior-level undergraduate or graduate-level students.