Computational Mechanics with Neural Networks

by Genki Yagawa and Atsuya Oishi

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.

• Format: Hardcover
• Language: English
• ISBN: 3030661105
• ISBN13: 9783030661106
• Release Date: February 2021
• Publisher: Springer
• Length: 228 Pages
• Weight: 1.14 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"