Rasp, Stephan

1. WeatherBench 2: A benchmark for the next generation of data-driven global weather models
   2023/08/29 by Stephan Rasp, Stephan Hoyer, Rasp, Stephan +33 · 59 citations
   Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis #Hydrological Forecasting Using AI
2. Climate-Invariant Machine Learning
   2021/12/14 by Beucler, Tom, Gentine, Pierre, Yuval, Janni +10 · 14 citations
   #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
3. Increasing the accuracy and resolution of precipitation forecasts using deep generative models
   2022/03/23 by Ilan Price, Stephan Rasp, Price, Ilan +1 · 5 citations
   Earth and Planetary Sciences · Environmental Science · #Applications (stat.AP) #Climate variability and models #Cryospheric studies and observations #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Meteorological Phenomena and Simulations
4. WeatherBench Probability: A benchmark dataset for probabilistic medium-range weather forecasting along with deep learning baseline models
   2022/05/02 by Sagar Garg, Garg, Sagar, Stephan Rasp +3 · 2 citations
   Environmental Science · Earth and Planetary Sciences · #Hydrological Forecasting Using AI #Meteorological Phenomena and Simulations #Hydrology and Drought Analysis
5. Achieving Conservation of Energy in Neural Network Emulators for Climate Modeling
   2019/06/15 by Beucler, Tom, Rasp, Stephan, Pritchard, Michael +1 · 1 citation
   #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
6. The role of internal variability in global climate projections of extreme events
   2022/08/17 by Mackenzie L. Blanusa, Carla J. López-Zurita, Blanusa, Mackenzie L. +3 · 1 citation
   Earth and Planetary Sciences · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #FOS: Physical sciences #Hydrology and Drought Analysis #Meteorological Phenomena and Simulations