Computational Mechanics with Neural Networks

Computational Mechanics with Neural Networks

by Genki Yagawa and Atsuya Oishi
Epub (Kobo), Epub (Adobe)
Publication Date: 30/03/2021

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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.

ISBN:
9783030661113
9783030661113
Category:
Mechanical engineering
Format:
Epub (Kobo), Epub (Adobe)
Publication Date:
30-03-2021
Language:
English
Publisher:
Springer International Publishing

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