Inversion of sea surface currents from satellite-derived SST-SSH
synergies with 4DVarNets

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Inversion of sea surface currents from satellite-derived SST-SSH synergies with 4DVarNets

23 November 2022

Bertrand Chapron

Julien Le Sommer

Florian Sévellec

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Papers citing "Inversion of sea surface currents from satellite-derived SST-SSH synergies with 4DVarNets"

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Title
Training neural mapping schemes for satellite altimetry with simulation data Q. Febvre Julien Le Sommer C. Ubelmann Ronan Fablet 42 9 0 19 Sep 2023
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review Sibo Cheng César Quilodrán-Casas Said Ouala A. Farchi Che Liu ... Weiping Ding Yike Guo A. Carrassi Marc Bocquet Rossella Arcucci AI4CE 81 133 0 18 Mar 2023
Joint calibration and mapping of satellite altimetry data using trainable variational models Q. Febvre Ronan Fablet Julien Le Sommer C. Ubelmann 34 12 0 07 Oct 2021
Super-resolution data assimilation Sébastien Barthélémy J. Brajard Laurent Bertino F. Counillon AI4Cl 51 26 0 04 Sep 2021
Learning Variational Data Assimilation Models and Solvers Ronan Fablet Bertrand Chapron Lucas Drumetz É. Mémin O. Pannekoucke F. Rousseau 63 71 0 25 Jul 2020
Meta-Learning in Neural Networks: A Survey Timothy M. Hospedales Antreas Antoniou P. Micaelli Amos Storkey OOD 398 1,988 0 11 Apr 2020
Bayesian inference of chaotic dynamics by merging data assimilation, machine learning and expectation-maximization Marc Bocquet J. Brajard A. Carrassi Laurent Bertino 67 104 0 17 Jan 2020
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation Özgün Çiçek Ahmed Abdulkadir S. Lienkamp Thomas Brox Olaf Ronneberger 3DV 3DPC SSeg 3DH 160 6,556 0 21 Jun 2016