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Inferring collective dynamical states from widely unobserved systems

When assessing spatially extended complex systems, one can rarely sample the states of all components. We show that this spatial subsampling typically leads to severe underestimation of the risk of instability in systems with propagating events. We derive a subsampling-invariant estimator, and demon...

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Bibliographic Details
Published in:Nat Commun
Main Authors: Wilting, Jens, Priesemann, Viola
Format: Artigo
Language:Inglês
Published: Nature Publishing Group UK 2018
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5998151/
https://ncbi.nlm.nih.gov/pubmed/29899335
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-018-04725-4
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