Computational Mechanics with Deep Learning

£69.99

Computational Mechanics with Deep Learning

An Introduction

Mechanical engineering Artificial intelligence

Authors: Genki Yagawa, Atsuya Oishi

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Collection: Lecture Notes on Numerical Methods in Engineering and Sciences

Language: English

Published by: Springer

Published on: 31st October 2022

Format: LCP-protected ePub

Size: 57 Mb

ISBN: 9783031118470


Intended Audience

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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