Computational Mechanics with Deep Learning An Introduction /
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 appl...
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| Main Authors: | , |
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| Korporativna značnica: | |
| Format: | Elektronski eKnjiga |
| Jezik: | angleščina |
| Izdano: |
Cham :
Springer International Publishing : Imprint: Springer,
2023.
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| Izdaja: | 1st ed. 2023. |
| Serija: | Lecture Notes on Numerical Methods in Engineering and Sciences,
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| Teme: | |
| Online dostop: | https://doi.org/10.1007/978-3-031-11847-0 |
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| Izvleček: | 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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| Fizični opis: | 1 online resource (XIV, 402 p. 181 illus.). 141 illus. in color. |
| ISBN: | 9783031118470 |
| ISSN: | 1877-735X |
| DOI: | 10.1007/978-3-031-11847-0 |