Atmospheric and Oceanic Physics · Physics
Aardvark weather: end-to-end data-driven weather forecasting
Anna Vaughan, Stratis Markou, Will Tebbutt, James Requeima +7
2024-07-16
Applications · Statistics
Numerical weather prediction or stochastic modeling: an objective criterion of choice for the global radiation forecasting
Cyril Voyant, Gilles Notton, Christophe Paoli, Marie Laure Nivet +2
2014-01-24
Artificial Intelligence · Computer Science
WeatherFormer: Empowering Global Numerical Weather Forecasting with Space-Time Transformer
Junchao Gong, Tao Han, Kang Chen, Lei Bai
2024-09-26
Atmospheric and Oceanic Physics · Physics
Emerging AI-based weather prediction models as downscaling tools
Nikolay Koldunov, Thomas Rackow, Christian Lessig, Sergey Danilov +4
2024-06-27
Atmospheric and Oceanic Physics · Physics
Weather Prediction with Diffusion Guided by Realistic Forecast Processes
Zhanxiang Hua, Yutong He, Chengqian Ma, Alexandra Anderson-Frey
2024-02-13
Applications · Statistics
A framework for probabilistic weather forecast post-processing across models and lead times using machine learning
Charlie Kirkwood, Theo Economou, Henry Odbert, Nicolas Pugeault
2021-03-17
Signal Processing · Electrical Eng. & Systems
Precipitation Forecasting via Multi-Scale Deconstructed ConvLSTM
Xinyu Xiao, Qiuming Kuang, Shiming Xiang, Junnan Hu +1
2020-01-10
Machine Learning · Computer Science
Model-Agnostic Hybrid Numerical Weather Prediction and Machine Learning Paradigm for Solar Forecasting in the Tropics
Nigel Yuan Yun Ng, Harish Gopalan, Venugopalan S. G. Raghavan, Chin Chun Ooi
2021-12-10
Machine Learning · Computer Science
WeatherGNN: Exploiting Meteo- and Spatial-Dependencies for Local Numerical Weather Prediction Bias-Correction
Binqing Wu, Weiqi Chen, Wengwei Wang, Bingqing Peng +2
2024-06-12
Machine Learning · Computer Science
Observation-driven correction of numerical weather prediction for marine winds
Matteo Peduto, Qidong Yang, Jonathan Giezendanner, Devis Tuia +1
2025-12-04
Atmospheric and Oceanic Physics · Physics
The rise of data-driven weather forecasting
Zied Ben-Bouallegue, Mariana C A Clare, Linus Magnusson, Estibaliz Gascon +13
2025-04-29
Atmospheric and Oceanic Physics · Physics
Identifying Opportunities for Skillful Weather Prediction with Interpretable Neural Networks
Elizabeth A. Barnes, Kirsten Mayer, Benjamin Toms, Zane Martin +1
2020-12-15
Machine Learning · Computer Science
Extreme Weather Bench: A framework and benchmark for evaluation of high-impact weather
Amy McGovern, Taylor Mandelbaum, Daniel Rothenberg, Nicholas Loveday +5
2026-05-05
Atmospheric and Oceanic Physics · Physics
Winter Precipitation Type Diagnosis and Uncertainty Quantification with a Physically Consistent Machine Learning Method
Charlie Becker, David John Gagne, Julie Demuth, John S. Schreck +7
2025-12-17
Atmospheric and Oceanic Physics · Physics
Statistical Postprocessing for Weather Forecasts -- Review, Challenges and Avenues in a Big Data World
Stéphane Vannitsem, John Bjørnar Bremnes, Jonathan Demaeyer, Gavin R. Evans +20
2021-05-05
Atmospheric and Oceanic Physics · Physics
WP-MIP: An Artificial Intelligence, Hybrid and Physically Based Model Intercomparison Project for Weather Prediction
Ron McTaggart-Cowan, Linus Magnusson, Inna Polichtchouk, Duncan Ackerley +55
2026-04-21
Computational Physics · Physics
Global Forecasting of Tropical Cyclone Intensity Using Neural Weather Models
Milton Gomez, Louis Poulain--Auzeau, Alexis Berne, Tom Beucler
2025-12-22
Machine Learning · Computer Science
OneForecast: A Universal Framework for Global and Regional Weather Forecasting
Yuan Gao, Hao Wu, Ruiqi Shu, Huanshuo Dong +10
2025-10-10