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physics.ao-ph2026
Error Growth Dynamic and Predictability of Tropical Cyclone in Machine Learning Weather Prediction Model
Jingchen Pu, Mu Mu, Jie Feng +1
Predictability analysis, which focuses on perturbation growth dynamic, is a key problem in both weather and climate prediction. Among all perturbations, the conditional nonlinear o…
physics.ao-ph2026
A Data-Driven Regional Model for Skillful Medium-Range Typhoon Prediction
Zeyi Niu, Wei Huang, Sirong Huang +7
Accurate prediction of tropical cyclones remains a major challenge for both numerical weather prediction and emerging artificial intelligence weather prediction systems. While rece…