4 citations
2 papers
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…
physics.soc-ph2024★ 4 cited
Observing network dynamics through sentinel nodes
Neil G. MacLaren, Baruch Barzel, Naoki Masuda
A fundamental premise of statistical physics is that the particles in a physical system are interchangeable, and hence the state of each specific component is representative of the…