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Hugo Frezat
Hugo Frezat
Postdoc, IPGP, Univ. Paris Cité
Verified email at ipgp.fr - Homepage
Title
Cited by
Cited by
Year
Physical invariance in neural networks for subgrid-scale scalar flux modeling
H Frezat, G Balarac, J Le Sommer, R Fablet, R Lguensat
Physical Review Fluids 6 (2), 024607, 2021
472021
A posteriori learning for quasi‐geostrophic turbulence parametrization
H Frezat, J Le Sommer, R Fablet, G Balarac, R Lguensat
Journal of Advances in Modeling Earth Systems 14 (11), e2022MS003124, 2022
392022
Gradient-free online learning of subgrid-scale dynamics with neural emulators
H Frezat, R Fablet, G Balarac, JL Sommer
arXiv preprint arXiv:2310.19385, 2023
12023
A posteriori learning of quasi-geostrophic turbulence parametrization: an experiment on integration steps
H Frezat, JL Sommer, R Fablet, G Balarac, R Lguensat
Fourth Workshop on Machine Learning and the Physical Sciences (NeurIPS 2021), 2021
12021
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Articles 1–4