Computational Mechanics with Neural Networks von Genki Yagawa | ISBN 9783030661106

Computational Mechanics with Neural Networks

von Genki Yagawa und Atsuya Oishi
Mitwirkende
Autor / AutorinGenki Yagawa
Autor / AutorinAtsuya Oishi
Buchcover Computational Mechanics with Neural Networks | Genki Yagawa | EAN 9783030661106 | ISBN 3-030-66110-5 | ISBN 978-3-030-66110-6

Computational Mechanics with Neural Networks

von Genki Yagawa und Atsuya Oishi
Mitwirkende
Autor / AutorinGenki Yagawa
Autor / AutorinAtsuya Oishi

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.