Hugo Frezat

Hugo Frezat

Institut de Physique du Globe de Paris - Paris / France
Engineering & Technology / Earth Sciences
AD Scientific Index ID: 5259164
Paris Institute of Earth Physics
person_outline Hugo Frezat's MOST POPULAR ARTICLES
1-) A posteriori learning for quasi‐geostrophic turbulence parametrization Journal of Advances in Modeling Earth Systems 14 (11), e2022MS003124, 2022
2-) Physical invariance in neural networks for subgrid-scale scalar flux modeling Physical Review Fluids 6 (2), 024607, 2021
3-) Gradient-free online learning of subgrid-scale dynamics with neural emulators arXiv preprint arXiv:2310.19385, 2023
4-) A posteriori learning of quasi-geostrophic turbulence parametrization: an experiment on integration stepsH Frezat, JL Sommer, R Fablet, G Balarac, R LguensatFourth Workshop on Machine Learning and the Physical Sciences (NeurIPS 2021), 202122021
5-) Adjoint-based online learning of two-layer quasi-geostrophic baroclinic turbulenceFE Yan, H Frezat, JL Sommer, J Mak, K OtnessarXiv preprint arXiv:2411.14106, 20242024