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Guillaume Balarac

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Gradient-free online learning of subgrid-scale dynamics with neural emulators

Nov 02, 2023
Hugo Frezat, Ronan Fablet, Guillaume Balarac, Julien Le Sommer

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A posteriori learning for quasi-geostrophic turbulence parametrization

Apr 08, 2022
Hugo Frezat, Julien Le Sommer, Ronan Fablet, Guillaume Balarac, Redouane Lguensat

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A posteriori learning of quasi-geostrophic turbulence parametrization: an experiment on integration steps

Nov 27, 2021
Hugo Frezat, Julien Le Sommer, Ronan Fablet, Guillaume Balarac, Redouane Lguensat

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Physical invariance in neural networks for subgrid-scale scalar flux modeling

Oct 09, 2020
Hugo Frezat, Guillaume Balarac, Julien Le Sommer, Ronan Fablet, Redouane Lguensat

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