3 papers
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…
eess.SP2025
My First Five Years of Faculty Career at the University of Delaware
Xiang-Gen Xia
In this short article, I would like to briefly summarize my research in the first 5 years in my university academia life in USA. I think that my research results obtained in these…
physics.ao-ph2024
Advancing global aerosol forecasting with artificial intelligence
Ke Gui, Xutao Zhang, Huizheng Che +19
Aerosol forecasting is essential for air quality warnings, health risk assessment, and climate change mitigation. However, it is more complex than weather forecasting due to the in…