A polynomial approximation of the traffic contributions for kriging-based interpolation of urban air quality model. - Maxime Beauchamp; Laure Malherbe; Chantal de Fouquet; Laurent Létinois; Frédéric Tognet (Environ. Model. Softw., 2018)

Data-driven and learning-based interpolations of along-track Nadir and wide-swath SWOT altimetry observations. - Maxime Beauchamp; Ronan Fablet; Clément Ubelmann; Maxime Ballarotta; Bertrand Chapron (CI, 2020)

Intercomparison of Data-Driven and Learning-Based Interpolations of Along-Track Nadir and Wide-Swath SWOT Altimetry Observations. - Maxime Beauchamp; Ronan Fablet; Clément Ubelmann; Maxime Ballarotta; Bertrand Chapron (Remote. Sens., 2020)

End-to-End Learning of Variational Interpolation Schemes for Satellite-Derived SSH Data. - Maxime Beauchamp; Mohamed Mahmoud Amar; Quentin Febvre; Ronan Fablet (IGARSS, 2021)

Joint Interpolation and Representation Learning for Irregularly Sampled Satellite-Derived Geophysical Fields. - Ronan Fablet; Maxime Beauchamp; Lucas Drumetz; François Rousseau 002 (Frontiers Appl. Math. Stat., 2021)

Learning Neural Optimal Interpolation Models and Solvers. - Maxime Beauchamp; Quentin Febvre; Joseph Thompson; Hugo Georgenthum; Ronan Fablet (ICCS (4), 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)