Computational Mechanics With Deep Learning
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Computational Mechanics with Neural Networks
Author | : Genki Yagawa |
Publisher | : Springer Nature |
Total Pages | : 233 |
Release | : 2021-02-26 |
Genre | : Technology & Engineering |
ISBN | : 3030661113 |
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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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