Computational Mechanics with Deep Learning: An Introduction

Computational Mechanics with Deep Learning: An Introduction (Lecture Notes on Numerical Methods in Engineering and Sciences) 1st ed. 2023 Edition
by Genki Yagawa (Author), Atsuya Oishi (Author)
Publisher Finelybook 出版社:Springer; 1st ed. 2023 edition (November 1, 2022)
Language 语言:English
pages 页数:416 pages
ISBN-10 书号:3031118464
ISBN-13 书号:9783031118463

Book Description
This book is intended for students, engineers, and researchers interested in both computational mechanics and deep learning. It presents the mathematical and computational foundations of Deep Learning with detailed mathematical formulas in an easy-to-understand manner. It also discusses various applications of Deep Learning in Computational Mechanics, with detailed explanations of the Computational Mechanics fundamentals selected there. Sample programs are included for the reader to try out in practice. This book is therefore useful for a wide range of readers interested in computational mechanics and deep learning.

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