Graph neural network structural limitation for thermal simulation and architecture optimization through rating system by Pierre Hembert, Chady Ghnatios, Julien Cotton, Francisco Chinesta

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Physics-informed data-driven closure relation for dilute short fiber suspensions by Bruno Ramoa, Chady Ghnatios, João Miguel Nóbrega, Francisco Chinesta

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Machine learning (ML) based reduced order modelling (ROM) for linear and non-linear solid and structural mechanics by Mikhael Tannous, Chady Ghnatios, Eivind Fonn, Trond Kvamsdal, Francisco Chinesta

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A reduced simulation applied to viscoelastic fatigue of polymers using a time multi-scale approach based on partition of Unity method by Sebastian Rodriguez, Angelo Pasquale, Jad Mounayer, Diego Canales, Marianne Beringhier, Chady Ghnatios, Amine Ammar, Francisco Chinesta

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