4 papers
Long-Range Order in Coupled -dimensional Kuramoto Oscillators
Zhongpu Qiu, Tianyi Wu, Linkai Zhang +4
We show that the long-range order (LRO) strikingly emerges in systems of locally coupled -dimensional vector Kuramoto oscillators on low-dimensional lattices (), but only…
Long-term prediction of ENSO with physics-guided Deep Echo State Networks
Zejing Zhang, Jun Meng, Zhongpu Qiu +9
The El Niño-Southern Oscillation (ENSO) is a dominant mode of interannual climate variability, yet the mechanisms limiting its long-lead predictability remain unclear. Here we deve…
Efficient Generative AI Boosts Probabilistic Forecasting of Sudden Stratospheric Warmings
Ningning Tao, Fei Xie, Baoxiang Pan +6
Sudden Stratospheric Warmings (SSWs) are key sources of subseasonal predictability and major drivers of extreme weather in winter. Accurate and efficient probabilistic forecasting…
Criticality and Universality of Generalized Kuramoto Model
Zhongpu Qiu, Tianyi Wu, Sheng Fang +2
We explore synchronization transitions in even--dimensional generalized Kuramoto oscillators on both complete graphs and -dimensional lattices. In the globally coupled system…