Preprints
Landry, D., C. Monteleoni, and A. Charantonis, 2025: Generating ensembles of spatially-coherent in-situ forecasts using flow matching. Preprint, https://doi.org/10.48550/arXiv.2504.03463.
Couairon, G., R. Singh, A. Charantonis, C. Lessig, and C. Monteleoni, 2024: ArchesWeather & ArchesWeatherGen: a deterministic and generative model for efficient ML weather forecasting, https://doi.org/10.48550/arXiv.2412.12971.
2025
Dauvilliers, C., and C. Monteleoni, 2025: MoTiF: a self-supervised model for multi-source forecasting with application to tropical cyclones. Environmental Data Science, 4, e36, https://doi.org/10.1017/eds.2025.10014.
2024
Landry, D., A. Charantonis, and C. Monteleoni, 2024: Leveraging Deterministic Weather Forecasts for In Situ Probabilistic Temperature Predictions via Deep Learning. Monthly Weather Review, 152, 1997–2009, https://doi.org/10.1175/MWR-D-23-0273.1.
