Reconstructing links in directed networks from noisy dynamics
Publication in refereed journal

香港中文大學研究人員
替代計量分析
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其它資訊
摘要We address the long-standing challenge of how to reconstruct links in directed networks from measurements, and present a general method that makes use of a noise-induced relation between network structure and both the time-lagged covariance of measurements taken at two different times and the covariance of measurements taken at the same time. When the coupling functions have certain additional properties, we can further reconstruct the weights of the links.
著者Ching ESC, Tam HC
期刊名稱Physical Review E
出版年份2017
月份1
日期5
卷號95
期次1
出版社AMER PHYSICAL SOC
國際標準期刊號2470-0045
電子國際標準期刊號2470-0053
語言英式英語
Web of Science 學科類別Physics, Fluids & Plasmas;Physics, Mathematical;Physics

上次更新時間 2020-27-10 於 03:06