On the potential of transfer entropy in turbulent dynamical systems

Abstract Information theory (IT) provides tools to estimate causality between events, in various scientific domains. Here, we explore the potential of IT-based causality estimation in turbulent (i.e. chaotic) dynamical systems and investigate the impact of various hyperparameters on the outcomes. Th...

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Bibliographic Details
Main Authors: Daniele Massaro, Saleh Rezaeiravesh, Philipp Schlatter
Format: Article
Language:English
Published: Nature Portfolio 2023-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-49747-1