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Author

A. Shaa

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Preprint Aug 2026

Differential-Embedding Reconstruction of Dynamical Systems from Scalar Time Series

We study the reconstruction of an unknown dynamical system from a single noisy scalar time series. The goal is to recover the underlying dynamics for forecasting. We introduce a method that uses differential embedding coordinates to identify a rational closure of the embedding dynamics directly from data. The closure i...

A. Shaa, C. Guet · 0 citations

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