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Deep Learning in Computational Mechanics: An Introductory Course Leon Herrmann Second Edition 2025 edition
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Deep Learning in Computational Mechanics: An Introductory Course
Leon Herrmann
Fundamental concepts of machine learning are introduced before explaining neural networks. These include surrogate modeling, physics-informed neural networks, generative artificial intelligence, Hamiltonian/Lagrangian neural networks, input convex neural networks, and more general machine learning techniques.
| Media | Books Hardcover Book (Book with hard spine and cover) |
| Released | November 25, 2025 |
| ISBN13 | 9783031895289 |
| Publishers | Springer International Publishing AG |
| Pages | 475 |
| Dimensions | 242 × 160 × 29 mm · 988 g |
| Language | German |
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