Название: Computational Mechanics with Neural Networks
Автор: Yagawa, Genki, Oishi, Atsuya
Издательство: Springer
Год: 2021
Формат: true pdf/epub
Страниц: 233
Размер: 45.8 Mb
Язык: English

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.