3 papers
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…
physics.ao-ph2025
A Dual-Core Model for ENSO Diversity: Unifying Model Hierarchies for Realistic Simulations
Jinyu Wang, Xianghui Fang, Nan Chen +3
Despite advances in climate modeling, simulating the El Niño-Southern Oscillation (ENSO) remains challenging due to its spatiotemporal diversity and complexity. To address this, w…