Data-Driven Linearization of Dynamical Systems — mentioned by nihzm

Fri, 09 Jan 2026 19:28:28 GMT

> Sometimes models that seem nonlinear turns linear if those nonlinearities are pushed into the basis functions, so one can still hope. That idea was pushed to its limit by the Koopman operator theory. The argument sounds quite good at first, but unfortunately it can’t really work for all cases in its current formulation [1]. [1]: https://arxiv.org/abs/2407.08177

Paper and discussion history. A mention is not an endorsement.

Data-Driven Linearization of Dynamical Systems · HackerPapers discussions

Data-Driven Linearization of Dynamical Systems — mentioned by nihzm