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)

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

SPDE priors for uncertainty quantification of end-to-end neural data assimilation schemes. - Maxime Beauchamp; Nicolas Desassis; J. Emmanuel Johnson; Simon Benaïchouche; Pierre Tandeo; Ronan Fablet (CoRR, 2024)