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

Підтримка
Обкладинка Genki Yagawa & Atsuya Oishi: Computational Mechanics with Neural Networks (PDF)

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.

€181.89
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Зміст


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.

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Мова Англійська ● Формат PDF ● Сторінки 228 ● ISBN 9783030661113 ● Розмір файлу 11.7 MB ● Вік 02-99 років ● Видавець Springer International Publishing ● Місто Cham ● Країна CH ● Опубліковано 2021 ● Завантажувані 24 місяців ● Валюта EUR ● Посвідчення особи 7773419 ● Захист від копіювання Соціальний DRM

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