2 papers
physics.ao-ph2026
KiloDA: Reconstructing kilometer-scale near-surface wind states from sparse station observations
Yihan Zheng, Ya Wang, Gang Huang +3
Accurate kilometer-scale near-surface winds are important for understanding atmospheric processes over complex terrain, yet remain difficult to reconstruct from sparse and unevenly…
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…