Elie Hachem

Stabilized finite element method for incompressible flows with high Reynolds number

Elie Hachem, B. Rivaux, Thibaud Kloczko et al. · Journal of Computational Physics · 2010 · 137 citations

Numerical Analysis, Finite Element Method, Compressible Flow +11

Graph neural networks for laminar flow prediction around random two-dimensional shapes

Junfeng Chen, Elie Hachem, Jonathan Viquerat · Physics of Fluids · 2021 · 82 citations

Geometric Learning, Convolutional Neural Network, Engineering +19

Exploiting locality and translational invariance to design effective deep reinforcement learning control of the 1-dimensional unstable falling liquid film

Vincent Belus, Jean Rabault, Jonathan Viquerat et al. · AIP Advances · 2019 · 72 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

A supervised neural network for drag prediction of arbitrary 2D shapes in laminar flows at low Reynolds number

Jonathan Viquerat, Elie Hachem · Computers & Fluids · 2020 · 64 citations

Aeroacoustics, Supervised Neural Network, Unsteady Flow +9

Solution of high-Reynolds incompressible flow with stabilized finite element and adaptive anisotropic meshing

Thierry Coupez, Elie Hachem · Computer Methods in Applied Mechanics and Engineering · 2013 · 58 citations

Numerical Analysis, Finite Element Method, Unsteady Flow +13