When Latent Dynamics Meet Data Assimilation: A Benchmark of Koopman-Type Representations
arXiv:2611.03916v1 Announce Type: new Abstract: Koopman representations describe nonlinear dynamics through linear evolution in a transformed space, offering an attractive framework for their linear simplicity and generality. Yet these advantages do not necessarily translate into improved performan…
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- 2026-11-04 05:00 · arXiv cs.LG
When Latent Dynamics Meet Data Assimilation: A Benchmark of Koopman-Type Representations