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Ronan Fablet — most-cited papers & profile · Time Series
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overview
Ronan Fablet
10
papers ·
0
citations ·
42
h-index
Institut national de recherche en sciences et technologies du numérique · Université de Bretagne Occidentale · IMT Atlantique
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Most-cited papers
Learning Variational Data Assimilation Models and Solvers
2020
A posteriori learning of quasi-geostrophic turbulence parametrization: an experiment on integration steps
2021
A posteriori learning for quasi-geostrophic turbulence parametrization
2022
Learning-based estimation of in-situ wind speed from underwater acoustics
2022
Neural Fields for Fast and Scalable Interpolation of Geophysical Ocean Variables
2022
Inversion of sea surface currents from satellite-derived SST-SSH synergies with 4DVarNets
2022
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review
2023
Multi-Path Long-Term Vessel Trajectories Forecasting with Probabilistic Feature Fusion for Problem Shifting
2023
Multi-Modal Learning-based Reconstruction of High-Resolution Spatial Wind Speed Fields
2023
Neural Incremental Data Assimilation
2024
Top co-authors
Julien Le Sommer
· 4
Alexandre Gensse
· 2
Bertrand Chapron
· 2
Dorian Cazau
· 2
Hugo Frezat
· 2
Matteo Zambra
· 2
Nicolas Farrugia
· 2
Redouane Lguensat
· 2
Alban Farchi
· 1
Alberto Carrassi
· 1
Amilcar Soares
· 1
Bertrand Iooss
· 1
Topics
cs.LG
physics.ao-ph
Domain — Energy/Weather
physics.comp-ph
cs.AI
Foundation Models
physics.flu-dyn
cs.DM
math.PR