2 papers
cs.AI2026
PuYun-LDM: A Latent Diffusion Model for High-Resolution Ensemble Weather Forecasts
Lianjun Wu, Shengchen Zhu, Yuxuan Liu +7
Latent diffusion models (LDMs) suffer from limited diffusability in high-resolution (<=0.25°) ensemble weather forecasting, where diffusability characterizes how easily a latent d…
cs.LG2024
PuYun: Medium-Range Global Weather Forecasting Using Large Kernel Attention Convolutional Networks
Shengchen Zhu, Yiming Chen, Peiying Yu +7
Accurate weather forecasting is essential for understanding and mitigating weather-related impacts. In this paper, we present PuYun, an autoregressive cascade model that leverages…