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Computational Mechanics with Neural Networks - Yagawa, Genki, and Oishi, Atsuya
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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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Computational Mechanics with Neural Networks 2022, Springer Nature Switzerland AG, Cham

ISBN-13: 9783030661137

Paperback

Computational Mechanics with Neural Networks 2021, Springer, Cham

ISBN-13: 9783030661106

2021 edition

Hardcover