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Hao Jing

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#diffusion models Open access Sep 2026

China regional 3 km downscaling based on residual Corrective Diffusion model

Forecasts of radar composite reflectivity reveal that CorrDiff, as a generative model, is capable of capturing fine-grained meteorological details, yielding more physically realistic predictions than deterministic regression-based downscaling models.

Hong-Lu Sun, Hao Jing, Zhi-Xiang Dai et al. · 0 citations

Machine learning based radiation emulation: development and performance evaluation in operational reforecast experiments

This study investigates the key issues for hybrid modelling: coupling compatibility and long-term 10 integration stability, and a residual convolutional neural network is employed to approximate the Rapid Radiative Transfer Model for General Circulation Models within the global operational system of China Meteorologica...

Hao Jing, Sa Xiao, Haoyun Li et al. · 0 citations

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