Computational Mechanics with Neural Networks

By: Genki Yagawa, Atsuya Oishi

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eText | 26 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.