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Mikhael TANNOUS

Arts et Métiers ParisTech

SCHOLARLY PAPERS

2

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100

TOTAL CITATIONS

2

Scholarly Papers (2)

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1.

Machine Learning (Ml) Based Reduced Order Modelling (Rom) for Linear and Non-Linear Solid and Structural Mechanics

Number of pages: 42 Posted: 17 Jun 2024
Mikhael TANNOUS, Chady Ghnatios, Eivind Fonn, Trond Kvamsdal and Francisco Chinesta
Arts et Métiers ParisTech, Arts et Métiers ParisTech, SINTEF Digital, Norwegian University of Science and Technology (NTNU) and Arts et Métiers ParisTech
Downloads 52 (1,041,696)
Citation 2

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Reduced Order Modelling, Machine Learning, Solid Mechanics, Structural Mechanics, Ligthly Intrusive Approach

2.

Machine Learning-Boosted Nonlinear Homogenization

Number of pages: 39 Posted: 23 Jul 2024
Mikhael TANNOUS, Chady Ghnatios, Olivier Castelnau, Pedro Ponte Castañeda and Francisco Chinesta
Arts et Métiers ParisTech, Arts et Métiers ParisTech, affiliation not provided to SSRN, University of Pennsylvania and Arts et Métiers ParisTech
Downloads 48 (1,097,529)

Abstract:

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Nonlinear material behavior, Homogenization, Machine learning, Digital twin, Two-phase composite, Polycrystal