107 citations · 108 across the 5 of their papers we have counts for
5 papers
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…
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…
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, we…
A Review on the Optimal Fingerprinting Approach in Climate Change Studies
Hanyue Chen, Song Xi Chen, Mu Mu
We provide a review on the "optimal fingerprinting" approach as summarized in Allen and Tett (1999) from a point view of statistical inference in light of the recent criticism of M…
The sensitivity and stability of the ocean's thermohaline circulation to finite amplitude perturbations
Mu Mu, Liang Sun, Henk A. Dijkstra
Within a simple model context, the sensitivity and stability of the thermohaline circulation to finite amplitude perturbations is studied. A new approach is used to tackle this non…