Jonathan Viquerat

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

Junfeng Chen, Elie Hachem, Jonathan Viquerat · Physics of Fluids · 2021 · 93 citations

Computing, Computational Engineering, Computer Science +16

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 · 76 citations · Full text

Computing, Computer Science, Fluid Dynamics +15

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 · 67 citations

Engineering, Computational Engineering, Mechanical Engineering +17

A DGTD method for the numerical modeling of the interaction of light with nanometer scale metallic structures taking into account non-local dispersion effects

Nikolai Schmitt, Claire Scheid, Stéphane Lanteri et al. · Journal of Computational Physics · 2016 · 56 citations · Full text

Natural Sciences, Materials Science, Physics +17

Deep reinforcement learning for the control of conjugate heat transfer

Elie Hachem, Hassan Ghraieb, Jonathan Viquerat et al. · Journal of Computational Physics · 2021 · 52 citations · Full text

Engineering, Mechanical Engineering, Physics +12