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physics.data-an2024
Parameter inference from a non-stationary unknown process
Kieran S. Owens, Ben D. Fulcher
Non-stationary systems are found throughout the world, from climate patterns under the influence of variation in carbon dioxide concentration, to brain dynamics driven by ascending…
physics.data-an2024★ 3 cited
A feature-based information-theoretic approach for detecting interpretable, long-timescale pairwise interactions from time series
Aria Nguyen, Oscar McMullin, Joseph T. Lizier +1
Quantifying relationships between components of a complex system is critical to understanding the rich network of interactions that characterize the behavior of the system. Traditi…