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Zi-Yu Zhou

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#machine learning Preprint Feb 2026

Symmetric Composition of Anisotropic Operators for Global Subseasonal-to-Seasonal Climate Forecasting

Accurate global Subseasonal-to-Seasonal (S2S) climate forecasting is critical for disaster preparedness and resource management, yet it remains challenging due to chaotic atmospheric dynamics. Despite advances in geometry-aware representations, existing methods do not specify how the zonal and meridional interactions t...

Zi-Yu Zhou, Yu-Chen Fang, Wei-Lin Ruan et al. · 0 citations
Preprint Aug 2026

LiveHouse-TS: An Open-world Living Benchmark for Time Series Foundation Models

The LiveHouse-TS infrastructure serves as a continuous time series infrastructure designed to explore vital, long-term scientific questions: Can model rankings be maintained over the long term?

Haomin Wen, Zi-Yu Zhou, Qingxiang Liu et al. · 0 citations

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