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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Những tác giả chính:	Yadav, Neha, Yadav, Anupam, Kumar, Manoj
Định dạng:	Sách
Ngôn ngữ:	English
Được phát hành:	Springer 2015
Những chủ đề:	General Computers Data processing Differential equations Neural networks
Truy cập trực tuyến:	https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57849
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spelling	oai:scholar.dlu.edu.vn:DLU123456789-578492023-11-11T05:54:51Z An Introduction to Neural Network Methods for Differential Equations Yadav, Neha Yadav, Anupam Kumar, Manoj General Computers Data processing Differential equations Neural networks 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 enable the reader to understand the working, efficiency and shortcomings of each neural network technique for solving differential equations. The objective of this book is to provide the reader with a sound understanding of the foundations of neural networks and a comprehensive introduction to neural network methods for solving differential equations together with recent developments in the techniques and their applications. 2015-08-31T03:53:31Z 2015-08-31T03:53:31Z 2015 Book 978-94-017-9816-7 https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57849 en application/pdf Springer
institution	Thư viện Trường Đại học Đà Lạt
collection	Thư viện số
language	English
topic	General Computers Data processing Differential equations Neural networks
spellingShingle	General Computers Data processing Differential equations Neural networks Yadav, Neha Yadav, Anupam Kumar, Manoj An Introduction to Neural Network Methods for Differential Equations
description	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 enable the reader to understand the working, efficiency and shortcomings of each neural network technique for solving differential equations. The objective of this book is to provide the reader with a sound understanding of the foundations of neural networks and a comprehensive introduction to neural network methods for solving differential equations together with recent developments in the techniques and their applications.
format	Book
author	Yadav, Neha Yadav, Anupam Kumar, Manoj
author_facet	Yadav, Neha Yadav, Anupam Kumar, Manoj
author_sort	Yadav, Neha
title	An Introduction to Neural Network Methods for Differential Equations
title_short	An Introduction to Neural Network Methods for Differential Equations
title_full	An Introduction to Neural Network Methods for Differential Equations
title_fullStr	An Introduction to Neural Network Methods for Differential Equations
title_full_unstemmed	An Introduction to Neural Network Methods for Differential Equations
title_sort	introduction to neural network methods for differential equations
publisher	Springer
publishDate	2015
url	https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57849
_version_	1819770092392546304

An Introduction to Neural Network Methods for Differential Equations

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