Aardvark weather: end-to-end data-driven weather forecasting
Paper
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2404.00411
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Published
weather forecasting
A collection of papers for weather forecasting
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Aurora: A Foundation Model of the Atmosphere
Paper • 2405.13063 • Published -
Forecasting Global Weather with Graph Neural Networks
Paper • 2202.07575 • Published • 1 -
Pangu-Weather: A 3D High-Resolution Model for Fast and Accurate Global Weather Forecast
Paper • 2211.02556 • Published -
GraphCast: Learning skillful medium-range global weather forecasting
Paper • 2212.12794 • Published -
GenCast: Diffusion-based ensemble forecasting for medium-range weather
Paper • 2312.15796 • Published -
AIFS -- ECMWF's data-driven forecasting system
Paper • 2406.01465 • Published • 1 -
Skillful joint probabilistic weather forecasting from marginals
Paper • 2506.10772 • Published -
Efficient fine-tuning of 37-level GraphCast with the Canadian global deterministic analysis
Paper • 2408.14587 • Published -
WeatherBench 2: A benchmark for the next generation of data-driven global weather models
Paper • 2308.15560 • Published • 9 -
ClimaX: A foundation model for weather and climate
Paper • 2301.10343 • Published -
Finetuning a Weather Foundation Model with Lightweight Decoders for Unseen Physical Processes
Paper • 2506.19088 • Published -
GraphDOP: Towards skilful data-driven medium-range weather forecasts learnt and initialised directly from observations
Paper • 2412.15687 • Published -
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting
Paper • 2312.03876 • Published -
The rise of data-driven weather forecasting
Paper • 2307.10128 • Published -
Deep Learning and Foundation Models for Weather Prediction: A Survey
Paper • 2501.06907 • Published