Anastase Charantonis
- ArchesWeather & ArchesWeatherGen: a deterministic and generative model for efficient ML weather forecasting
2024/12/17 by Guillaume Couairon, Couairon, Guillaume, Renu Singh +7 · 9 citations
Earth and Planetary Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
- ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution
2024/05/23 by Guillaume Couairon, Couairon, Guillaume, Christian Lessig +5 · 1 voice · 3 citations
Earth and Planetary Sciences · #cs.LG #cs.AI
- Learning 4DVAR inversion directly from observations
2022/11/17 by Arthur Filoche, Julien Brajard, Filoche, Arthur +5 · 1 citation
Computer Science · Earth and Planetary Sciences · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks
- Learning of Sea Surface Height Interpolation from Multi-variate Simulated Satellite Observations
2023/10/11 by Theo Archambault, Archambault, Theo, Arthur Filoche +7 · 1 citation
Earth and Planetary Sciences · #Oceanographic and Atmospheric Processes #Geophysics and Gravity Measurements #Ocean Waves and Remote Sensing
- ORCAst: Operational High-Resolution Current Forecasts
2025/01/21 by Pierre Garcia, Garcia, Pierre, Inès Larroche +15 · 1 citation
Earth and Planetary Sciences · Engineering · #Atmospheric and Oceanic Physics (physics.ao-ph) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics and Gravity Measurements #Hydrocarbon exploration and reservoir analysis #Reservoir Engineering and Simulation Methods
- BG4Sea: Biogeochemical Seasonal Forecastability via Progressive Information Scaling
2026/07/18 by Gabriela Martinez Balbontin, Anastase Charantonis, Dominique Bereziat +1
#cs.LG