2 papers
physics.ao-ph2026
Diffusion posterior sampling enables zero shot kilometre scale wind forecasting over complex terrain
Yujiang Cai, Ya Wang, Shuanglei Feng +6
Reliable prediction of near surface wind over complex terrain is limited by the mismatch between the spatial resolution of operational forecasts and terrain controlled local wind v…
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…