Multimodal data augmentation for digital twining assisted by artificial intelligence in mechanics of materials

Digital twins in the mechanics of materials usually involve multimodal data in the sense that an instance of a mechanical component has both experimental and simulated data. These simulations aim not only to replicate experimental observations but also to extend the data. Whether spatially, temporal...

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Bibliographic Details
Main Authors: Axel Aublet, Franck N’Guyen, Henry Proudhon, David Ryckelynck
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Materials
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmats.2022.971816/full