LD-EnFF: Latent-Dynamics Ensemble Flow Filtering for Data Assimilation with Sparse Observations
cs.LG
Submitted: 2026-10-02
Updated: 2026-10-02
Terminology
Sources
- Auto-Encoding Variational Bayes
- KODA: A Data-Driven Recursive Model for Time Series Forecasting and Data Assimilation using Koopman Operators
- Flow Matching for Efficient and Scalable Data Assimilation
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