124 citations
- Nantes UniversitéFR6 papers
- École Centrale de NantesFR4 papers
- Institut de Recherche en Génie Civil et MécaniqueFR4 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Laboratoire des Sciences du Numérique de NantesFR2 papers
- Centre National pour la Recherche Scientifique et Technique (CNRST)MA1 paper
- Institut de Recherche en Informatique et Systèmes AléatoiresFR1 paper
- Université de RennesFR1 paper
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math.NA2024
Sparse approximations for contact mechanics
Kiran Sagar Kollepara, José V. Aguado, Yves Le Guennec +2
Low-rank model order reduction strategies for contact mechanics show limited dimensionality reduction due to linear inseparability of contact pressure field. Therefore, a dictionar…
math.NA2021★ 124 cited
Residual-based adaptivity for two-phase flow simulation in porous media using Physics-informed Neural Networks
John M. Hanna, Jose V. Aguado, Sebastien Comas-Cardona +2
This paper aims to provide a machine learning framework to simulate two-phase flow in porous media. The proposed algorithm is based on Physics-informed neural networks (PINN). A no…