88 citations
- Centre d'Enseignement et de Recherche en Environnement AtmosphériqueFR2 papers
- Bjerknes Centre for Climate ResearchNO1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Château GombertFR1 paper
- Collecte Localisation Satellites (France)FR1 paper
- École nationale supérieure de techniques avancées BretagneFR1 paper
- École Nationale Supérieure d’Informatique pour l’Industrie et l’EntrepriseFR1 paper
- European Space Research and Technology CentreNL1 paper
- IfremerFR1 paper
- Institute of Astronomy and Space PhysicsAR1 paper
- Instituto Franco-Argentino sobre Estudios de Clima y sus ImpactosAR1 paper
- Laboratoire Analyse et Modélisation pour la Biologie et l'EnvironnementFR1 paper
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cs.LG2024★ 1 cited
Towards diffusion models for large-scale sea-ice modelling
Tobias Sebastian Finn, Charlotte Durand, Alban Farchi +2
We make the first steps towards diffusion models for unconditional generation of multivariate and Arctic-wide sea-ice states. While targeting to reduce the computational costs by d…
cs.LG2022
Learning 4DVAR inversion directly from observations
Arthur Filoche, Julien Brajard, Anastase Charantonis +1
Variational data assimilation and deep learning share many algorithmic aspects in common. While the former focuses on system state estimation, the latter provides great inductive b…