Lecture Notes on Numerical Methods in Engineering and Sciences: An Introduction

Yagawa, Genki; Oishi, Atsuya

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.

Details

Published by: Springer

Publication Date: 2022-11-01

Format: Hardcover

ISBN-13: 9783031118463

DOI: 10.1007/978-3-031-11847-0

Dimensions: 235cm x155cm

Pages: 402