Nissrine Akkari

Model order reduction assisted by deep neural networks (ROM-net)

Thomas Daniel, Fabien Casenave, Nissrine Akkari et al. · Advanced Modeling and Simulation in Engineering Sciences · 2020 · 81 citations · Full text

Physics-informed cluster analysis and a priori efficiency criterion for the construction of local reduced-order bases

Thomas Daniel, Fabien Casenave, Nissrine Akkari et al. · Journal of Computational Physics · 2022 · 23 citations · Full text

Numerical Analysis, Physics-informed Cluster Analysis, Reduced Order Modeling +13

A mathematical and numerical study of the sensitivity of a reduced order model by POD (ROM–POD), for a 2D incompressible fluid flow

Nissrine Akkari, Aziz Hamdouni, Erwan Liberge et al. · Journal of Computational and Applied Mathematics · 2013 · 20 citations

Numerical Analysis, Numerical Study, Reduced Order Modeling +10

Time Stable Reduced Order Modeling by an Enhanced Reduced Order Basis of the Turbulent and Incompressible 3D Navier–Stokes Equations

Nissrine Akkari, Fabien Casenave, Vincent Moureau · Mathematical and Computational Applications · 2019 · 20 citations · Full text

Numerical Analysis, Reduced Order Modeling, Flow Control +18

Data Augmentation and Feature Selection for Automatic Model Recommendation in Computational Physics

Thomas Daniel, Fabien Casenave, Nissrine Akkari et al. · Mathematical and Computational Applications · 2021 · 16 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +26