3 papers
physics.ao-ph2026
On the Predictive Skill of Artificial Intelligence-based Weather Models for Extreme Events using Uncertainty Quantification
Rodrigo Almeida, Noelia Otero, Miguel-Ãngel Fernández-Torres +2
Accurate prediction of extreme weather events remains a major challenge for artificial intelligence-based weather prediction systems. While deterministic models such as FuXi, Graph…
stat.ML2025
Spatially Resolved Meteorological and Ancillary Data in Central Europe for Rainfall Streamflow Modeling
Marc Aurel Vischer, Noelia Otero, Jackie Ma
We present a dataset for rainfall streamflow modeling that is fully spatially resolved with the aim of taking neural network-driven hydrological modeling beyond lumped catchments.…
cs.LG2025
DiffScale: Continuous Downscaling and Bias Correction of Subseasonal Wind Speed Forecasts using Diffusion Models
Maximilian Springenberg, Noelia Otero, Yuxin Xue +1
Renewable resources are strongly dependent on local and large-scale weather situations. Skillful subseasonal to seasonal (S2S) forecasts -- beyond two weeks and up to two months --…