Author

Yang Liu

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#machine learning Preprint Oct 2026

Diffusion Precipitation Generation with Medium-range Weather Forecasting

Accurate daily precipitation forecasts are important for weather-sensitive decisions. Although recent Weather Foundation Models (WFMs) have achieved significant progress, they are trained on reanalysis data, which exhibit regional and intensity-dependent biases. Since retraining WFMs on observation-based targets is cos...

Guo-Wen Li, Yang Liu, Meng-Xuan Chen et al. · 0 citations

Book Open access Jul 2026

Fourier Geometric Wind Power Forecasting with Numerical Weather Prediction

Accurate short-term wind power forecasting is essential for grid stability and operational planning, yet remains challenging due to the complex interactions between atmospheric conditions and turbine dynamics. However, existing methods fail to effectively incorporate weather forecasting with wind turbine data (i.e., SC...

Shiyuan Piao, Zehui Fan, Yang Liu et al. · Proceedings of the 32nd ACM... · 0 citations