A Manifold Learning Approach for Integrated Computational Materials Engineering

Image-based simulation is becoming an appealing technique to homogenize properties of real microstructures of heterogeneous materials. However fast computation techniques are needed to take decisions in a limited time-scale. Techniques based on standard computational homogenization are seriously com...

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Veröffentlicht in:	Archives of computational methods in engineering 2018, Vol.25 (1), p.59-68
Hauptverfasser:	Lopez, E., Gonzalez, D., Aguado, J. V., Abisset-Chavanne, E., Cueto, E., Binetruy, C., Chinesta, F.
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer simulation Constraint modelling Engineering Engineering Sciences Homogenization Machine learning Manifolds (mathematics) Materials engineering Materials selection Mathematical and Computational Engineering Mechanics Model reduction Real time S.I.: Machine learning in computational mechanics Structural mechanics
Online-Zugang:	Volltext
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