AC
Anastase Charantonis
cs.LGphysics.ao-phcs.AIcs.CVphysics.data-anstat.MLeess.SPphysics.geo-phstat.AP
On Valency
published · living versionsW_usemet35·v1 · currentpublished
Surface Conditioning for Zero-Shot Multivariate Correction in a Marine Biogeochemistry Emulator
with Gabriela Martínez Balbontín, Dominique Béréziat, Stefano Ciavatta
1 version
Preprints & journals
19 papers in the corpus · 2016–2026Drift Field Net: Learning Ocean Lagrangian advection fields from in-situ and satellite observations2609.16288v1 · Th'eo Archambault, Pierre Garcia, Mattia Romero et al.2026 · 0 citationsarXiv
BG4Sea: Biogeochemical Seasonal Forecastability via Progressive Information Scaling2607.16731v2 · Gabriela Martinez Balbontin, Anastase Charantonis, Dominique Bereziat et al.2026 · 0 citationsarXiv
ArchesWeatherGen: Skillful and compute-efficient probabilistic weather forecasting with machine learning.42018632 · Couairon, Guillaume, Singh, Renu, Charantonis, Anastase et al.2026 · 3 citationsScience advances. 2026;12(17):eadx2372
Generative Unsupervised Downscaling of Climate Models via Domain Alignment: Application to Wind Fields2604.03341v1 · Julie Keisler (ARCHES), Boutheina Oueslati, Anastase Charantonis (ARCHES) et al.2026 · 0 citationsarXiv
Super-Resolving Coarse-Resolution Weather Forecasts With Flow Matching2604.00897v1 · Aymeric Delefosse, Anastase Charantonis, Dominique B'er'eziat2026 · 0 citationsarXiv
STIPP: Space-time in situ postprocessing over the French Alps using proper scoring rules2601.02882v1 · David Landry, Isabelle Gouttevin, Hugo Merizen et al.2026 · 0 citationsarXiv
Quantile Regression, Variational Autoencoders, and Diffusion Models for Uncertainty Quantification: A Spatial Analysis of Sub-seasonal Wind Speed Prediction2510.16958v1 · Ganglin Tian, Anastase Alexandre Charantonis, Camille Le Coz et al.2025 · 0 citationsarXiv
ArchesClimate: Probabilistic Decadal Ensemble Generation With Flow Matching2509.15942v3 · Graham Clyne, Guillaume Couairon, Guillaume Gastineau et al.2025 · 0 citationsarXiv
Generating ensembles of spatially-coherent in-situ forecasts using flow matching2504.03463v2 · David Landry, Claire Monteleoni, Anastase Charantonis2025 · 1 citationarXiv
ORCAst: Operational High-Resolution Current Forecasts2501.12054v1 · Pierre Garcia, Ines Larroche, Am'elie Pesnec et al.2025 · 1 citationarXiv
ArchesWeather & ArchesWeatherGen: a deterministic and generative model for efficient ML weather forecasting2412.12971v1 · Guillaume Couairon, Renu Singh, Anastase Charantonis et al.2024 · 1 citationarXiv
Improving sub-seasonal wind-speed forecasts in Europe with a non-linear model2411.19077v2 · Ganglin Tian, Camille Le Coz, Anastase Alexandre Charantonis et al.2024 · 4 citationsMonthly Weather Review, vol. 153, no. 9, 2025, pp. 1761-1779
Leveraging deterministic weather forecasts for in-situ probabilistic temperature predictions via deep learning2406.02141v1 · David Landry, Anastase Charantonis, Claire Monteleoni2024 · 0 citationsarXiv
ArchesWeather: An efficient AI weather forecasting model at 1.5{\deg} resolution2405.14527v2 · Guillaume Couairon, Christian Lessig, Anastase Charantonis et al.2024 · 4 citationsarXiv
Learning of Sea Surface Height Interpolation from Multi-variate Simulated Satellite Observations2310.07626v3 · Theo Archambault, Arthur Filoche, Anastase Charantonis et al.2023 · 0 citationsarXiv
Learning 4DVAR inversion directly from observations2211.09741v1 · Arthur Filoche, Julien Brajard, Anastase Charantonis et al.2022 · 1 citationarXiv
Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting2012.05015v2 · Vincent Bouget, Dominique B'er'eziat, Julien Brajard et al.2020 · 4 citationsarXiv
Representing ill-known parts of a numerical model using a machine learning approach1903.07358v1 · Julien Brajard, Anastase Charantonis, J'erome Sirven2019 · 2 citationsarXiv
Reconstruction of Sub-Surface Velocities from Satellite Observations Using Iterative Self-Organizing Maps1607.08469v1 · Christopher Chapman, Anastase Alexandre Charantonis2016 · 93 citationsarXiv
Career total: 85 works. 19 are in this corpus.
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