Genki Yagawa & Atsuya Oishi 
Computational Mechanics with Neural Networks [PDF ebook] 

Support

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.

€171.19
Zahlungsmethoden

Inhaltsverzeichnis


Part I: Machine Learning Technologies for Computational Mechanics.-Chapter 1. Computers and Network.- Chapter 2. Feedforward Neural Networks.- Chapter 3. Deep Learning.- Chapter 4. Mutually Connected Neural Networks.- Chapter 5. Other Neural Networks.-Chapter 6. Other Algorithms and Systems.- Part II Applications: Chapter 7. Introductory Remarks. Chapter 8. Constitutive Models.- Chapter 9. Numerical Quadrature.- Chapter 10. Identifications of Analysis Parameters.

Dieses Ebook kaufen – und ein weitere GRATIS erhalten!
Sprache Englisch ● Format PDF ● Seiten 228 ● ISBN 9783030661113 ● Dateigröße 11.7 MB ● Verlag Springer International Publishing ● Ort Cham ● Land CH ● Erscheinungsjahr 2021 ● herunterladbar 24 Monate ● Währung EUR ● ID 7773419 ● Kopierschutz Soziales DRM

Ebooks vom selben Autor / Herausgeber

16.412 Ebooks in dieser Kategorie