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A closed form for Jacobian reconstruction from time series and its application as an early warning signal in network dynamics
The Jacobian matrix of a dynamical system describes its response to perturbations. Conversely, one can estimate the Jacobian matrix by carefully monitoring how the system responds to environmental noise. We present a closed-form analytical solution for the calculation of a system’s Jacobian from a t...
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| Udgivet i: | Proc Math Phys Eng Sci |
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| Main Authors: | , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
The Royal Society Publishing
2021
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8300673/ https://ncbi.nlm.nih.gov/pubmed/35153548 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rspa.2020.0742 |
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