Computational Mechanics with Neural Networks

Lieferzeit: Lieferbar innerhalb 14 Tagen

192,59 

Lecture Notes on Numerical Methods in Engineering and Sciences

ISBN: 3030661105
ISBN 13: 9783030661106
Autor: Yagawa, Genki/Oishi, Atsuya
Verlag: Springer Verlag GmbH
Umfang: xii, 228 S., 79 s/w Illustr., 228 p. 79 illus.
Erscheinungsdatum: 27.02.2021
Auflage: 1/2021
Produktform: Gebunden/Hardback
Einband: Gebunden

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. The final chapter gives perspectives to the applications of the deep learning to computational mechanics.

Artikelnummer: 251559 Kategorie:

Beschreibung

This book shows how neural networks are applied to computational mechanics. Part I presents the fundamentals of neural networks and other machine learning method in computational mechanics. Part II highlights the applications of neural networks to a variety of problems of computational mechanics. The final chapter gives perspectives to the applications of the deep learning to computational mechanics.

Herstellerkennzeichnung:


Springer Verlag GmbH
Tiergartenstr. 17
69121 Heidelberg
DE

E-Mail: juergen.hartmann@springer.com

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