Name: Deep Learning and Computational Physics
Price: 80.11 USD
Availability: InStock
Author: Assad A. Oberai;Orazio Pinti;Deep Ray
ISBN: 9783031593475

portada Deep Learning and Computational Physics

Formato

Libro Físico

Editorial

Springer International Publishing AG

Autor

Assad A. Oberai;Orazio Pinti;Deep Ray

Año

2025

N° páginas

152

Encuadernación

Tapa Blanda

Dimensiones

23.50 x 15.50 cm

ISBN13

9783031593475

Deep Learning and Computational Physics

Assad A. Oberai;Orazio Pinti;Deep Ray (Autor) · Springer International Publishing AG · Tapa Blanda

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Reseña del libro "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.