FREESIA: Covariance-Aware Posterior Transport for Expressive and Scalable Data Assimilation
The proposed posterior transport method captures complex posterior structure and remains accurate under sparse, nonlinear, and non-injective observations, and reduces RMSE by 56% relative to the best baseline.
Shi-Wei Ni, Yang-Wen Zhang, Hang Qi et al.
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