papers
Publications (3)
cs.LG2025
Generative assimilation and prediction for weather and climate
Shangshang Yang, Congyi Nai, Xinyan Liu +11
Machine learning models have shown great success in predicting weather up to two weeks ahead, outperforming process-based benchmarks. However, existing approaches mostly focus on t…
physics.ao-ph2026
A Regime Shift in Atlantic Surface Currents Reveals a Step-like Decline of the Meridional Overturning Circulation
Han Huang, Ningning Tao, Hongyu Wang +8
The Atlantic surface currents associated with the Atlantic Meridional Overturning Circulation (AMOC) play a central role in regulating Earth's climate, yet their large scale dynami…
physics.ao-ph2019
The effects of urbanization on the temperature over the Beijing-Tianjin-Hebei region under changing climate
Xinyi Ai, Yichuan Huang, Qizhen Dong +3
Urbanization has a large impact on human society. Besides, global warming has become an increasingly popular topic since global warming will not only play a significant role in hum…