Computational Mechanics with Neural Networks

Yagawa, Genki; Oishi, Atsuya

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.

Details

Published by: Springer

Publication Date: 2021-02-27

Format: Hardcover

ISBN-13: 9783030661106

DOI: 10.1007/978-3-030-66111-3

Dimensions: 235.0cm x155.0cm

Pages: 228.0