Computational Mechanics with Neural Networks E-Book

Genki Yagawa

• Herausgeber: Springer International Publishing
• Kategorie: Fachliteratur
• Serie: Lecture Notes on Numerical Methods in Engineering and Sciences
• Sprache: Englisch

Veröffentlichungsjahr: 2021

Beschreibung

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.