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ORCIDAnastase Alexandre Charantonis
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2020 – today
- 2024
[c7]Théo Archambault, Arthur Filoche, Anastase Alexandre Charantonis, Dominique Béréziat:
Pre-Training and Fine-Tuning Attention Based Encoder Decoder Improves Sea Surface Height Multi-Variate Inpainting. VISIGRAPP (3): VISAPP 2024: 100-109- [i6]Guillaume Couairon, Christian Lessig, Anastase Alexandre Charantonis, Claire Monteleoni:
ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution. CoRR abs/2405.14527 (2024) - [i5]Ganglin Tian, Camille Le Coz, Anastase Alexandre Charantonis, Alexis Tantet, Naveen Goutham, Riwal Plougonven:
Improving sub-seasonal wind-speed forecasts in Europe with a non-linear model. CoRR abs/2411.19077 (2024) - [i4]Guillaume Couairon, Renu Singh, Anastase Alexandre Charantonis, Christian Lessig, Claire Monteleoni:
ArchesWeather & ArchesWeatherGen: a deterministic and generative model for efficient ML weather forecasting. CoRR abs/2412.12971 (2024) - 2023
- [c6]Arthur Filoche, Julien Brajard, Anastase Alexandre Charantonis, Dominique Béréziat:
Learning 4DVAR Inversion Directly from Observations. ICCS (4) 2023: 414-421 - [c5]Théo Archambault, Arthur Filoche, Anastase Alexandre Charantonis, Dominique Béréziat:
Multimodal Unsupervised Spatio-Temporal Interpolation of Satellite Ocean Altimetry Maps. VISIGRAPP (4: VISAPP) 2023: 159-167 - [i3]Théo Archambault, Arthur Filoche, Anastase Alexandre Charantonis, Dominique Béréziat, Sylvie Thiria:
Unsupervised Learning of Sea Surface Height Interpolation from Multi-variate Simulated Satellite Observations. CoRR abs/2310.07626 (2023) - 2022
- [c4]Arthur Filoche, Théo Archambault, Anastase Alexandre Charantonis, Dominique Béréziat:
Statistics-Free Interpolation of Ocean Observations with Deep Spatio-Temporal Prior (short paper). MACLEAN@PKDD/ECML 2022 - [i2]Arthur Filoche, Julien Brajard, Anastase Alexandre Charantonis, Dominique Béréziat:
Learning 4DVAR inversion directly from observations. CoRR abs/2211.09741 (2022) - 2021
- [j5]Vincent Bouget
, Dominique Béréziat, Julien Brajard, Anastase Alexandre Charantonis, Arthur Filoche:
Fusion of Rain Radar Images and Wind Forecasts in a Deep Learning Model Applied to Rain Nowcasting. Remote. Sens. 13(2): 246 (2021) - [j4]Agathe Puissant, Roy El Hourany, Anastase Alexandre Charantonis, Chris Bowler, Sylvie Thiria:
Inversion of Phytoplankton Pigment Vertical Profiles from Satellite Data Using Machine Learning. Remote. Sens. 13(8): 1445 (2021) - [j3]Frédéric Jourdin, Pannimpullath Remanan Renosh, Anastase Alexander Charantonis, Nicolas Guillou, Sylvie Thiria, Fouad Badran, Thierry Garlan:
An Observing System Simulation Experiment (OSSE) in Deriving Suspended Sediment Concentrations in the Ocean From MTG/FCI Satellite Sensor. IEEE Trans. Geosci. Remote. Sens. 59(7): 5423-5433 (2021) - 2020
- [c3]William K. Jones, Redouane Lguensat, Anastase Alexandre Charantonis, Duncan Watson-Parris:
The 2020 Climate Informatics Hackathon: Generating Nighttime Satellite Imagery from Infrared Observations. CI 2020: 134-138 - [e1]Duncan Watson-Parris, Anastase Alexandre Charantonis:
CI 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020. ACM 2020, ISBN 978-1-4503-8848-1 [contents] - [i1]Vincent Bouget, Dominique Béréziat, Julien Brajard, Anastase Alexandre Charantonis, Arthur Filoche:
Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting. CoRR abs/2012.05015 (2020)
2010 – 2019
- 2017
- [j2]Christopher Chapman, Anastase Alexandre Charantonis:
Reconstruction of Subsurface Velocities From Satellite Observations Using Iterative Self-Organizing Maps. IEEE Geosci. Remote. Sens. Lett. 14(5): 617-620 (2017) - [j1]Pannimpullath Remanan Renosh, Frédéric Jourdin, Anastase Alexandre Charantonis, Khalil Yala, Aurélie Rivier, Fouad Badran, Sylvie Thiria, Nicolas Guillou, Fabien Leckler, Francis Gohin, Thierry Garlan:
Construction of Multi-Year Time-Series Profiles of Suspended Particulate Inorganic Matter Concentrations Using Machine Learning Approach. Remote. Sens. 9(12): 1320 (2017) - 2015
- [c2]Anastase Alexandre Charantonis, Pierre Testor, Laurent Mortier, Fabrizio D'Ortenzio, Sylvie Thiria:
Completion of a Sparse GLIDER Database Using Multi-iterative Self-Organizing Maps (ITCOMP SOM). ICCS 2015: 2198-2206 - 2011
- [c1]Anastase Alexandre Charantonis, Julien Brajard, Cyril Moulin, Bardan Fouad, Sylvie Thiria:
Inverse Method for the Retrieval of Ocean Vertical Profiles using Self Organizing Maps and Hidden Markov Models - Application on Ocean Colour Satellite Image Inversion. IJCCI (NCTA) 2011: 316-321
Coauthor Index
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