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| 020 | _a9783030661113 | ||
| 024 | 7 |
_a10.1007/978-3-030-66111-3 _2doi |
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| 040 |
_aES-MaUEC _bspa _cES-MaUEC _erda _dES-MaUEC |
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| 050 | 4 |
_aTJ145 _b2021 EB |
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| 100 | 1 |
_aYagawa, G. _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut _9678040 _d1942- _q(Genki), |
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| 245 | 1 | 0 |
_aComputational Mechanics with Neural Networks _cby Genki Yagawa, Atsuya Oishi. |
| 250 | _aFirst edition 2021 | ||
| 264 | 1 |
_aCham _bSpringer International Publishing _c2021 |
|
| 300 |
_a1 recurso en línea (XII, 228 páginas) _b79 ilustraciones |
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| 336 |
_2rdacontent _aTexto _btxt |
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| 337 |
_2rdamedia _aelectrónico _bc |
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| 338 |
_2rdacarrier _arecurso electrónico _bcr |
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| 347 |
_aarchivo de texto _bPDF |
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| 490 | 0 |
_aLecture Notes on Numerical Methods in Engineering and Sciences _x1877-7341 |
|
| 490 | 0 | _aEngineering (SpringerNature-11647) | |
| 490 | 0 | _aEngineering (R0) (SpringerNature-43712) | |
| 505 | 0 | _aPart I: Machine Learning Technologies for Computational Mechanics.-Chapter 1. Computers and Network -- Chapter 2. Feedforward Neural Networks -- Chapter 3. Deep Learning -- Chapter 4. Mutually Connected Neural Networks -- Chapter 5. Other Neural Networks.-Chapter 6. Other Algorithms and Systems -- Part II Applications: Chapter 7. Introductory Remarks. Chapter 8. Constitutive Models -- Chapter 9. Numerical Quadrature -- Chapter 10. Identifications of Analysis Parameters. | |
| 520 | 3 | _aThis book shows how neural networks are applied to computational mechanics. Part I presents the fundamentals of neural networks and other machine learning methods in computational mechanics. Part II highlights the applications of neural networks to a variety of problems of computational mechanics. The final chapter gives perspectives to the applications of the deep learning to computational mechanics. | |
| 988 | _aSpringer_Engineering_2021 | ||
| 650 | 7 |
_2embne _aIngeniería mecánica _9146662 |
|
| 700 | 1 |
_aOishi, Atsuya _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut _9678041 |
|
| 856 | 4 | 0 |
_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-030-66111-3 _zAcceso a este recurso digital (usuarios Universidad Europea de Madrid) |
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_2lcc _cLE _n0 |
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_b03/2021 _dz _eb _zSI |
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