Computational Mechanics with Neural Networks

£159.50

Computational Mechanics with Neural Networks

Cybernetics and systems theory Mathematical modelling Mechanical engineering Machine learning

Authors: Genki Yagawa, Atsuya Oishi

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Collection: Lecture Notes on Numerical Methods in Engineering and Sciences

Language: English

Published by: Springer

Published on: 26th February 2021

Format: LCP-protected ePub

Size: 38 Mb

ISBN: 9783030661113


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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