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physics.soc-ph2026
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…
physics.soc-ph2026
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…