Julien Le Sommer

发表

Filtering tide-generated internal waves using Convolutional Neural Networks

Redouane Lguensat, Ronan Fablet, Emmanuel Cosme, 2020 .

Towards a suite of test cases and a pycomodo library to assess and improve numerical methods in ocean models

Laurent Debreu, Julien Le Sommer, Yves Soufflet, 2016 .

Learning Generalized Quasi-Geostrophic Models Using Deep Neural Numerical Models pdf

Redouane Lguensat, Ronan Fablet, Emmanuel Cosme, 2019, ArXiv.

An Efficient Way to Account for Observation Error Correlations in the Assimilation of Data from the Future SWOT High-Resolution Altimeter Mission

Jean-Michel Brankart, Emmanuel Cosme, Julien Le Sommer, 2016 .

Filtering Internal Tides from Wide-Swath Altimeter Data Using Convolutional Neural Networks pdf

Redouane Lguensat, Ronan Fablet, Emmanuel Cosme, 2020, IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium.

Reduction of Spatially Structured Errors in Wide-Swath Altimetric Satellite Data Using Data Assimilation

Jean-Michel Brankart, Emmanuel Cosme, Julien Le Sommer, 2019, Remote. Sens..

Learning Differential Transport Operators for the Joint Super-Resolution of Sea Surface Tracers and Prediction of Subgrid-Scale Features

Bertrand Chapron, Ronan Fablet, Julien Le Sommer, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

SWOT Spatial Scales in the Western Mediterranean Sea Derived from Pseudo-Observations and an Ad Hoc Filtering

Ronan Fablet, Ananda Pascual, Emmanuel Cosme, 2018, Remote. Sens..

Physical invariance in neural networks for subgrid-scale scalar flux modeling pdf

Redouane Lguensat, Ronan Fablet, Julien Le Sommer, 2020, ArXiv.

An Adaptive Optimal Interpolation Based on Analog Forecasting: Application to SSH in the Gulf of Mexico

Julien Le Sommer, Sammy Metref, Yicun Zhen, 2020 .

Development of an Image De-Noising Method in Preparation for the Surface Water and Ocean Topography Satellite Mission

Emmanuel Cosme, Julien Le Sommer, Nicolas Papadakis, 2020, Remote. Sens..

Joint Calibration and Mapping of Satellite Altimetry Data Using Trainable Variational Models pdf

Ronan Fablet, Julien Le Sommer, Quentin Febvre, 2021, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A posteriori learning of quasi-geostrophic turbulence parametrization: an experiment on integration steps pdf

Redouane Lguensat, Ronan Fablet, Julien Le Sommer, 2021, ArXiv.

Eddy-permitting ocean circulation hindcasts of past decades

Thierry Penduff, Jean-Marc Molines, Keith Haines, 2007 .

Antarctic icebergs melt over the Southern Ocean: Climatology and impact on sea ice

Gaël Durand, Jean Tournadre, Julien Le Sommer, 2016 .

Eddy compensation and controls of the enhanced sea‐to‐air CO2 flux during positive phases of the Southern Annular Mode

Jean-Marc Molines, Julien Le Sommer, James C. Orr, 2013 .