Computational Mechanics with Neural Networks
- Length: 240 pages
- Edition: 1
- Language: English
- Publisher: Springer
- Publication Date: 2021-04-04
- ISBN-10: 3030661105
- ISBN-13: 9783030661106
- Sales Rank: #0 (See Top 100 Books)
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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