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Data Assimilation

3 papers across 3 sessions

Poster Session 2

1 paper
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation
#2106 · Siyi Chen, Yixuan Jia, Qing Qu, He Sun, Jeffrey Fessler

We introduce a Stochastic Interpolants-based data assimilation framework for stochastic dynamic systems.

Poster Session 4

1 paper
Thursday, December 4, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space
#1800 · Junchao Gong, Jingyi Xu, Ben Fei, Fenghua Ling, Wenlong Zhang, Kun Chen, Wanghan Xu, Weidong Yang, Xiaokang Yang, LEI BAI

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Align-DA: Align Score-based Atmospheric Data Assimilation with Multiple Preferences
#1607 · Jing-An Sun, Hang Fan, Junchao Gong, Ben Fei, Kun Chen, Fenghua Ling, Wenlong Zhang, Wanghan Xu, Li Yan, Pierre Gentine, LEI BAI