Computational Mechanics with Neural Networks

Computational Mechanics with Neural Networks
Author :
Publisher : Springer Nature
Total Pages : 233
Release :
ISBN-13 : 9783030661113
ISBN-10 : 3030661113
Rating : 4/5 (13 Downloads)

Book Synopsis Computational Mechanics with Neural Networks by : Genki Yagawa

Download or read book Computational Mechanics with Neural Networks written by Genki Yagawa and published by Springer Nature. This book was released on 2021-02-26 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


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