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Computational Mechanics With Neural Networks

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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.

Author

Genki Yagawa & Atsuya Oishi

Book Series

Lecture Notes on Numerical Methods in Engineering and Sciences

Format

Ebook

ISBN

9783030661106

Language

English

Pages

547

Publication Date

02-27-2021

Publisher

Springer

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