Computational Mechanics with Neural Networks
| Author | : Genki Yagawa |
| Publisher | : Springer Nature |
| Total Pages | : 233 |
| Release | : 2021-02-26 |
| ISBN-10 | : 9783030661113 |
| ISBN-13 | : 3030661113 |
| Rating | : 4/5 (113 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.
