"sparse observations" Papers

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

Yi Xiao, Qilong Jia, Kun Chen et al.

ICLR 2025
6
citations

DiffDA: a Diffusion model for weather-scale Data Assimilation

Langwen Huang, Lukas Gianinazzi, Yuejiang Yu et al.

ICML 2024arXiv:2401.05932
70
citations