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cs.LG2026
Searth Transformer: A Transformer Architecture Incorporating Earth's Geospheric Physical Priors for Global Mid-Range Weather Forecasting
Tianye Li, Qi Liu, Hao Li +15
Accurate global medium-range weather forecasting is fundamental to Earth system science. Most existing Transformer-based forecasting models adopt vision-centric architectures that…
cs.LG2023★ 3 cited
The Compatibility between the Pangu Weather Forecasting Model and Meteorological Operational Data
Wencong Cheng, Yan Yan, Jiangjiang Xia +3
Recently, multiple data-driven models based on machine learning for weather forecasting have emerged. These models are highly competitive in terms of accuracy compared to tradition…