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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…
cs.LG2025★ 3 cited
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…