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Deep Learning and Computational Physics

Name: Deep Learning and Computational Physics
Brand: Springer
SKU: 47697193
Price: 121.68 EUR
Availability: InStock
Author: Deep Ray
ISBN: 9783031593451

Deep Ray

Orazio Pinti

Assad A. Oberai

Language

English

E-book Adobe ePub DRM

Publishers Springer, June 2024

The main objective of this book is to introduce a student who is familiar with elementary math conce... Full description

Libristo code: 47697193

294 b

121.68 €

In stock Immediate digital delivery

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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.