Benchmark Study Evaluates Koopman-Type Representations for Data Assimilation
A new arXiv paper introduces a benchmark comparing Koopman-type latent representations, which model nonlinear dynamics as linear evolution in a transformed space, for data assimilation tasks.
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- 2026-11-04 05:00 · arXiv cs.LG
When Latent Dynamics Meet Data Assimilation: A Benchmark of Koopman-Type Representations