Martin Leutbecher

1. AIFS-CRPS: Ensemble forecasting using a model trained with a loss function based on the Continuous Ranked Probability Score
   2024/12/20 by Simon Lang, Lang, Simon, Mihai Alexe +39 · 4 voices · 29 citations
   Decision Sciences · #Forecasting Techniques and Applications
2. A multi-scale loss formulation for learning a probabilistic model with proper score optimisation
   2025/06/12 by Simon Lang, Martin Leutbecher, Lang, Simon +3 · 3 citations
   Earth and Planetary Sciences · Environmental Science · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Hydrological Forecasting Using AI #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis
3. On the sensitivity of machine-learned probabilistic weather forecast models to scale-aware scoring rules
   2026/07/21 by Simon Lang, Martin Leutbecher, Sam Hatfield
   #physics.ao-ph #stat.ML