3 papers
cs.LG2026
Physics-Guided Dual Decoding and Spectral Supervision for Global 3D Hydrometeor Prediction
Dandan Chen, Yaqiang Wang
While global data-driven models excel at predicting continuous atmospheric variables, three-dimensional hydrometeor forecasting remains challenging due to the zero-inflated, long-t…
physics.ao-ph2026
Amplified Urban Climate Extremes from Global Warming-Urbanization Synergy: A Physics-Informed Intelligence Paradigm
Qiuxia Wu, Yaqiang Wang, Huabing Ke
The nonlinear synergy between global warming and urbanization is amplifying extreme climate risks in cities worldwide. While observations and simulations confirm these compounding…
cs.LG2025
A Self-Evolving AI Agent System for Climate Science
Zijie Guo, Jiong Wang, Fenghua Ling +19
Scientific progress in Earth science depends on integrating data across the planet's interconnected spheres. However, the accelerating volume and fragmentation of multi-sphere know…