4 citations · 7 across the 11 of their papers we have counts for
5 papers · 1 filter
Early warning signals for synchronization transitions from partial observations
Yusuke Kato, Naoki Masuda
Anticipating the onset of collective synchronization is important in many networked systems, yet observing every oscillator is often impractical. We investigate whether synchroniza…
Transferable reconstruction of nonlinear network dynamics from sentinel nodes
Naoki Masuda, Bisna Mary Eldo, Tharusha Bandara
Reconstructing the state of a large networked system from measurements at only a few nodes is a challenge for monitoring, prediction, and intervention. Here we ask whether such rec…
A theory of spatial early warning signals for tipping points on complex networks
Naoki Masuda
Spatial early warning signals (EWSs) seek evidence of an approaching tipping point from a single snapshot of many interacting elements. Existing theory largely assumes spatial homo…
Baseline-referenced spatial early warning signals for tipping points on heterogeneous networks
Tharusha Bandara, Shilong Yu, Naoki Masuda
Anticipating tipping points in complex systems is difficult because many early warning signals require long time series, which are often unavailable in practice. Spatial early warn…
Detecting and forecasting tipping points from sample variance alone
Naoki Masuda
Anticipating tipping points in complex systems is a fundamental challenge across domains. Traditional early warning signals (EWSs) based on critical slowing down, such as increasin…