Learning Generalized Quasi-Geostrophic Models Using Deep Neural Numerical Models. - Redouane Lguensat; Julien Le Sommer; Sammy Metref; Emmanuel Cosme; Ronan Fablet (CoRR, 2019)

Reduction of Spatially Structured Errors in Wide-Swath Altimetric Satellite Data Using Data Assimilation. - Sammy Metref; Emmanuel Cosme; Julien Le Sommer; Nora Poel; Jean-Michel Brankart; Jacques Verron; Laura Gómez-Navarro (Remote. Sens., 2019)

Filtering Internal Tides from Wide-Swath Altimeter Data Using Convolutional Neural Networks. - Redouane Lguensat; Ronan Fablet; Julien Le Sommer; Sammy Metref; Emmanuel Cosme; Kaouther Ouenniche; Lucas Drumetz; Jonathan Gula (IGARSS, 2020)

OceanBench: The Sea Surface Height Edition. - J. Emmanuel Johnson; Quentin Febvre; Anastasiia Gorbunova; Sammy Metref; Maxime Ballarotta; Julien Le Sommer; Ronan Fablet (NeurIPS, 2023)