Maxime Beauchamp

According to our database, Maxime Beauchamp authored at least 7 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

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

2023

Learning Neural Optimal Interpolation Models and Solvers.

Maxime Beauchamp, Quentin Febvre, Joseph Thompson, Hugo Georgenthum, Ronan Fablet

Proceedings of the Computational Science - ICCS 2023, 2023

2021

Joint Interpolation and Representation Learning for Irregularly Sampled Satellite-Derived Geophysical Fields.

Ronan Fablet, Maxime Beauchamp, Lucas Drumetz, François Rousseau

Frontiers Appl. Math. Stat., 2021

End-to-End Learning of Variational Interpolation Schemes for Satellite-Derived SSH Data.

Maxime Beauchamp, Mohamed Mahmoud Amar, Quentin Febvre, Ronan Fablet

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

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

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

Proceedings of the CI 2020: 10th International Conference on Climate Informatics, 2020

2018

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