Dueben, Peter
- WeatherBench 2: A benchmark for the next generation of data-driven global weather models
2023/08/29 by Stephan Rasp, Rasp, Stephan, Stephan Hoyer +33 · 85 citations
Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis #Hydrological Forecasting Using AI
- Improving medium-range ensemble weather forecasts with hierarchical ensemble transformers
2023/03/30 by Zied Ben-Bouallegue, Jonathan A. Weyn, Ben-Bouallegue, Zied +9 · 4 citations
Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Climate variability and models #Hydrological Forecasting Using AI
- ENS-10: A Dataset For Post-Processing Ensemble Weather Forecasts
2022/06/29 by Saleh Ashkboos, Ashkboos, Saleh, Langwen Huang +13 · 2 citations
Earth and Planetary Sciences · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #FOS: Computer and information sciences #FOS: Physical sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
- TRU-NET: A Deep Learning Approach to High Resolution Prediction of Rainfall
2020/08/20 by Adewoyin, Rilwan, Dueben, Peter, Watson, Peter +2 · 1 citation
#Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #and Science (cs.CE)