Maxime Beauchamp

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Learning Systems

Data Assimilation

Elementary School

Top Venues

Environ. Model. Softw.

Publications

Maxime Beauchamp, Nicolas Desassis, J. Emmanuel Johnson, Simon Benaïchouche, Pierre Tandeo, Ronan Fablet
SPDE priors for uncertainty quantification of end-to-end neural data assimilation schemes. CoRR (2024)
Maxime Beauchamp, Quentin Febvre, Joseph Thompson, Hugo Georgenthum, Ronan Fablet
Learning Neural Optimal Interpolation Models and Solvers. ICCS (4) (2023)
Ronan Fablet, Maxime Beauchamp, Lucas Drumetz, François Rousseau
Joint Interpolation and Representation Learning for Irregularly Sampled Satellite-Derived Geophysical Fields. Frontiers Appl. Math. Stat. 7 (2021)
Maxime Beauchamp, Mohamed Mahmoud Amar, Quentin Febvre, Ronan Fablet
End-to-End Learning of Variational Interpolation Schemes for Satellite-Derived SSH Data. IGARSS (2021)
Maxime Beauchamp, Ronan Fablet, Clément Ubelmann, Maxime Ballarotta, Bertrand Chapron
Data-driven and learning-based interpolations of along-track Nadir and wide-swath SWOT altimetry observations. CI (2020)
Maxime Beauchamp, Ronan Fablet, Clément Ubelmann, Maxime Ballarotta, Bertrand Chapron
Intercomparison of Data-Driven and Learning-Based Interpolations of Along-Track Nadir and Wide-Swath SWOT Altimetry Observations. Remote. Sens. 12 (22) (2020)
Maxime Beauchamp, Laure Malherbe, Chantal de Fouquet, Laurent Létinois, Frédéric Tognet
A polynomial approximation of the traffic contributions for kriging-based interpolation of urban air quality model. Environ. Model. Softw. 105 (2018)