NEURIPS "data assimilation" Papers

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

Jing-An Sun, Hang Fan, Junchao Gong et al.

NEURIPS 2025posterarXiv:2505.22008
2
citations

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

Junchao Gong, Jingyi Xu, Ben Fei et al.

NEURIPS 2025oralarXiv:2510.15978

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation

Siyi Chen, Yixuan Jia, Qing Qu et al.

NEURIPS 2025posterarXiv:2501.16642
4
citations

LoRA-EnVar: Parameter-Efficient Hybrid Ensemble Variational Assimilation for Weather Forecasting

Yi Xiao, Hang Fan, Kun Chen et al.

NEURIPS 2025oral