A Reduced-Order Kalman Filter for Data Assimilation in Physical Oceanography. - David Rozier; Florence Birol; Emmanuel Cosme; Pierre Brasseur; Jean-Michel Brankart; Jacques Verron (SIAM Rev., 2007)

SWOT Spatial Scales in the Western Mediterranean Sea Derived from Pseudo-Observations and an Ad Hoc Filtering. - Laura Gómez-Navarro; Ronan Fablet; Evan Mason; Ananda Pascual; Baptiste Mourre; Emmanuel Cosme; Julien Le Sommer (Remote. Sens., 2018)

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)

Development of an Image De-Noising Method in Preparation for the Surface Water and Ocean Topography Satellite Mission. - Laura Gómez-Navarro; Emmanuel Cosme; Julien Le Sommer; Nicolas Papadakis; Ananda Pascual (Remote. Sens., 2020)

Neural Fields for Fast and Scalable Interpolation of Geophysical Ocean Variables. - J. Emmanuel Johnson; Redouane Lguensat; Ronan Fablet; Emmanuel Cosme; Julien Le Sommer (CoRR, 2022)