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physics.data-an2024★ 7 cited
Regime change detection in irregularly sampled time series
Norbert Marwan, Deniz Eroglu, Ibrahim Ozken +3
Irregular sampling is a common problem in palaeoclimate studies. We propose a method that provides regularly sampled time series and at the same time a difference filtering of the…
physics.data-an2023
Model adaptive phase space reconstruction
Jayesh M. Dhadphale, K. Hauke Kraemer, Maximilian Gelbrecht +3
Phase space reconstruction (PSR) methods allow for the analysis of low-dimensional data with methods from dynamical system theory, but their application to prediction models, like…