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Computational Mechanics with Deep Learning : An Introduction / / by Genki Yagawa, Atsuya Oishi
| Computational Mechanics with Deep Learning : An Introduction / / by Genki Yagawa, Atsuya Oishi |
| Autore | Yagawa Genki |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (408 pages) |
| Disciplina |
006.31
620.100285631 |
| Collana | Lecture Notes on Numerical Methods in Engineering and Sciences |
| Soggetto topico |
Mechanics, Applied
Computational intelligence Artificial intelligence Engineering Mechanics Computational Intelligence Artificial Intelligence |
| ISBN | 3-031-11847-2 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Overview -- 2. Mathematical Background for Deep Learning -- 3. Computational Mechanics with Deep Learning -- 4. Numerical Quadrature with Deep Learning -- 5. Improvement of Finite Element Solutions with Deep Learning -- 6. Contact Mechanics with Deep Learning -- 7. Flow Simulation with Deep Learning -- 8. Further Applications with Deep Learning -- 9. Bases for Computer Programming -- 10. Computer Programming for a Representative Problem. |
| Record Nr. | UNINA-9910629283203321 |
Yagawa Genki
|
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Computational mechanics with neural networks / / Genki Yagawa, Atsuya Oishi
| Computational mechanics with neural networks / / Genki Yagawa, Atsuya Oishi |
| Autore | Yagawa Genki |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (233 pages) |
| Disciplina | 620.1 |
| Collana | Lecture Notes on Numerical Methods in Engineering and Sciences |
| Soggetto topico |
Mechanics, Applied - Mathematics
Neural networks (Computer science) |
| ISBN | 3-030-66111-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910483396403321 |
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Yagawa Genki
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| Cham, Switzerland : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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