Computational Mechanics with Neural Networks

English | 2021 | ISBN-13: 978-3030661106 | 240 Pages | PDF, EPUB | 45.75 MB
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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