Kun Chen

6

Papers

15

Total Citations

Papers (6)

PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling

VAE-Var: Variational Autoencoder-Enhanced Variational Methods for Data Assimilation in Meteorology

Align-DA: Align Score-based Atmospheric Data Assimilation with Multiple Preferences

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution

DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space

Towards a Self-contained Data-driven Global Weather Forecasting Framework