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physics.soc-ph2025
Using covariance of node states to design early warning signals for network dynamics
Shilong Yu, Neil G. MacLaren, Naoki Masuda
Real-life systems often experience regime shifts. An early warning signal (EWS) is a quantity that attempts to anticipate such a regime shift. Because complex systems of practical…
math.DS2025
Dimensional reduction of dynamical systems on graphons
Bisna Mary Eldo, Sarbendu Rakshit, Naoki Masuda
Dynamical systems on networks are inherently high-dimensional unless the number of nodes is extremely small. Dimension reduction methods for dynamical systems on networks aim to fi…