Mariana Clare
- 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, Mihai Alexe, Lang, Simon +39 · 4 voices · 36 citations
Decision Sciences · #Forecasting Techniques and Applications
- AIFS -- ECMWF's data-driven forecasting system
2024/06/03 by Simon Lang, Lang, Simon, Mihai Alexe +32 · 3 voices · 50 citations
Decision Sciences · Physics and Astronomy · #Forecasting Techniques and Applications #physics.ao-ph
- Robustness of AI-based weather forecasts in a changing climate
2024/09/27 by Thomas Rackow, Nikolay Koldunov, Rackow, Thomas +22 · 3 voices · 6 citations
Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Hydrological Forecasting Using AI
- Improving medium-range ensemble weather forecasts with hierarchical ensemble transformers
2023/03/30 by Zied Ben-Bouallegue, Ben-Bouallegue, Zied, Jonathan A. Weyn +9 · 4 citations
Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Climate variability and models #Hydrological Forecasting Using AI
- An unsupervised learning approach for predicting wind farm power and downstream wakes using weather patterns
2023/02/12 by Mariana Clare, Clare, Mariana C A, Simon C. Warder +7 · 1 citation
Engineering · Social Sciences · #62H30 #Atmospheric and Oceanic Physics (physics.ao-ph) #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Physical sciences #I.5.3 #I.5.4 #J.2 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social Acceptance of Renewable Energy #Wind Energy Research and Development