Invertible continuous latent dynamic for long-term data assimilation in complex physical systems

arXiv:2602.02832 · cs.LG, physics.flu-dyn · Submitted 2026-02-02 · Read on arXiv

cs.LG, physics.flu-dyn

Submitted: 2026-02-02

Updated: 2026-09-29

Terminology

• Data Assimilation — 2× in this paper · explained in 2 episodes
• Latent Dynamics — 2× in this paper · explained in 2 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Consistency — 1× in this paper · explained in 3 episodes
• Regularization — 1× in this paper · explained in 3 episodes
• Structural Constraints — 1× in this paper · explained in 2 episodes

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