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

Yi Xiao, Qilong Jia, Kun Chen, Lei Bai, Wei Xue
2/12/2026

No official code found. Best implementation: xiaoyi018/VAE-Var (5 stars, last commit 2025-05-31).

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xiaoyi018/VAE-VarCommunity70%

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

51Shell, PythonFeb 25, 20251 years ago

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Cite this paper

@article{xiao2026vaevar,
  title  = {VAE-Var: Variational Autoencoder-Enhanced Variational Methods for Data Assimilation in Meteorology},
  author = {Yi Xiao and Qilong Jia and Kun Chen and Lei Bai and Wei Xue},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:4b3ee84bb8f5eccbd4471e42f70e8298131a2071},
  journal = {ICLR 2025 2025}
}

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