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An Introduction to Neural Network Methods for Differential Equations

This book introduces a variety of neural network methods for solving differential equations arising in science and engineering. The emphasis is placed on a deep understanding of the neural network techniques, which has been presented in a mostly heuristic and intuitive manner. This approach will ena...

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Main Authors: Yadav, Neha. (Author, http://id.loc.gov/vocabulary/relators/aut), Yadav, Anupam. (http://id.loc.gov/vocabulary/relators/aut), Kumar, Manoj. (http://id.loc.gov/vocabulary/relators/aut)
Corporate Author: SpringerLink (Online service)
Language:English
Published: Dordrecht : Springer Netherlands : Imprint: Springer, 2015.
Edition:1st ed. 2015.
Series:SpringerBriefs in Computational Intelligence,
Subjects:
Neural networks (Computer science) .
Differential equations.
Physics.
Applied mathematics.
Engineering mathematics.
Computer mathematics.
Mathematical Models of Cognitive Processes and Neural Networks.
Ordinary Differential Equations.
Numerical and Computational Physics, Simulation.
Mathematical and Computational Engineering.
Computational Mathematics and Numerical Analysis.
Online Access:https://doi.org/10.1007/978-94-017-9816-7

Internet

https://doi.org/10.1007/978-94-017-9816-7

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