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Lecture Notes on Numerical Methods in Engineering and Scienc : Lecture Notes on Numerical Methods in Engineering and Sciences - Atsuya Oishi

Lecture Notes on Numerical Methods in Engineering and Scienc

By: Atsuya Oishi, Genki Yagawa

Hardcover | 27 February 2021

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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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