Computational Mechanics with Neural Networks /

This book shows how neural networks are applied to computational mechanics. Part I presents the fundamentals of neural networks and other machine learning methods in computational mechanics. Part II highlights the applications of neural networks to a variety of problems of computational mechanics. T...

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Bibliographic Details

Main Authors:	Yagawa, Genki (Author), Oishi, Atsuya (Author)
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2021.
Edition:	1st ed. 2021.
Series:	Lecture Notes on Numerical Methods in Engineering and Sciences,
Subjects:	Mechanical engineering. Neural networks (Computer science) . Statistical physics. Dynamical systems. Machine learning. Mechanical Engineering. Mathematical Models of Cognitive Processes and Neural Networks. Complex Systems. Machine Learning. Electronic books.
Online Access:	Connect to the full text of this electronic book