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	A posteriori learning for quasi‐geostrophic turbulence parametrization Hugo Frezat , Julien Le Sommer , Ronan Fablet , Guillaume Balarac , Redouane Lguensat Journal of Advances in Modeling Earth Systems, 2022, pp.1-35. ⟨10.1029/2022MS003124⟩ Article dans une revue hal-03808230v1
	Physical invariance in neural networks for subgrid-scale scalar flux modeling Hugo Frezat , Guillaume Balarac , Julien Le Sommer , Ronan Fablet , Redouane Lguensat Physical Review Fluids, 2021, 6 (2), ⟨10.1103/PhysRevFluids.6.024607⟩ Article dans une revue hal-03084215v2

	Filtering Internal tides from wide-swath altimeter data using Convolutional Neural Networks. Redouane Lguensat , Ronan Fablet , Julien Le Sommer , Sammy Metref , Emmanuel Cosme IGARSS 2020: IEEE International Geoscience and Remote Sensing Symposium, Sep 2020, Waikoloa, United States. ⟨10.1109/IGARSS39084.2020.9323531⟩ Communication dans un congrès hal-02941320v1
	Learning Generalized Quasi-Geostrophic Models Using Deep Neural Numerical Models Redouane Lguensat , Julien Le Sommer , Sammy Metref , Emmanuel Cosme , Ronan Fablet NeurIPS 2019 : 33rd Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada Communication dans un congrès hal-02366600v1
	Inferring hidden equations using Quasi-Geostrophic theory guided machine learning Redouane Lguensat , Julien Le Sommer , Sammy Metref , Emmanuel Cosme , Ronan Fablet EGU 2019 : General Assembly 2019 of the European Geosciences Union, 2019, Vienna, Austria. pp.2019 - 15250 Communication dans un congrès hal-02285699v1

	A posteriori learning of quasi-geostrophic turbulence parametrization: an experiment on integration steps Hugo Frezat , Julien Le Sommer , Ronan Fablet , Guillaume Balarac , Redouane Lguensat 2022 Pré-publication, Document de travail hal-03456259v2
	Learning Generalized Quasi-Geostrophic Models Using Deep Neural Numerical Models Redouane Lguensat , Julien Le Sommer , Sammy Metref , Emmanuel Cosme , Ronan Fablet 2020 Pré-publication, Document de travail hal-03084230v1
	Filtering Internal Tides From Wide-Swath Altimeter Data Using Convolutional Neural Networks Redouane Lguensat , Ronan Fablet , Julien Le Sommer , Sammy Metref , Emmanuel Cosme 2020 Pré-publication, Document de travail hal-03084229v1

Redouane Lguensat