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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SKU
EBP-1884689
Categories Applied, General, Mathematics, Mechanical, Probability & Statistics, Science, System Theory, Technology & Engineering
Tags Atsuya Oishi, Genki Yagawa
Computational Mechanics With Neural Networks
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| Book Author | Atsuya Oishi, Genki Yagawa |
|---|---|
| Book Series | Lecture Notes on Numerical Methods in Engineering and Sciences |
| ISBN | 9783030661106 |
| Language | English |
| Publisher | Springer |
| Publication Date | 02-27-2021 |
| Format | eBook |
| Pages | 547 |
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