PuYun-LDM: A Latent Diffusion Model for High-Resolution Ensemble Weather Forecasts

arXiv (Cornell University) 2026 Preprint Open access

Read full text
Authors: Lianjun Wu, Shengchen Zhu, Yuxuan Liu, Liuyu Kai, Xiaoduan Feng, Duomin Wang, Wenshuo Liu, Jingxuan Zhang, Yang Li, Bin Wang
DOI: 10.48550/arxiv.2602.11807
Cited by: 0

Abstract

Latent diffusion models (LDMs) suffer from limited diffusability in high-resolution (

Fields of Study & Subjects

Meteorological Phenomena and Simulations Generative Adversarial Networks and Image Synthesis Model Reduction and Neural Networks

Publication details

Journal / source
arXiv (Cornell University)
Publication date
12 February 2026
Language
EN
Document type
Preprint