Hugo Frezat

According to our database, Hugo Frezat authored at least 7 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Towards fully differentiable neural ocean model with Veros.

Etienne Meunier, Said Ouala, Hugo Frezat, Julien Le Sommer, Ronan Fablet

CoRR, November, 2025

Online learning of subgrid-scale models for quasi-geostrophic turbulence in planetary interiors.

Hugo Frezat, Thomas Gastine, Alexandre Fournier

CoRR, November, 2025

2024

Adjoint-based online learning of two-layer quasi-geostrophic baroclinic turbulence.

Fei Er Yan, Hugo Frezat, Julien Le Sommer, Julian Mak, Karl Otness

CoRR, 2024

2023

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

Hugo Frezat, Guillaume Balarac, Julien Le Sommer, Ronan Fablet

CoRR, 2023

2022

A posteriori learning for quasi-geostrophic turbulence parametrization.

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

CoRR, 2022

2021

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

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

CoRR, 2021

2020

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

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

CoRR, 2020