Model-free inference of direct network interactions from nonlinear collective dynamics

• Published in: Nature communications Vol. 8; no. 1; pp. 2192 - 10
• Main Authors: Casadiego, Jose, Nitzan, Mor, Hallerberg, Sarah, Timme, Marc
• Format: Journal Article
• Language: English
• Published: London Nature Publishing Group UK 19.12.2017; Nature Publishing Group; Nature Portfolio
• Subjects: 631/114/1305; 631/114/2408; 639/766/530/2801; 639/766/530/2803; Dynamical systems; Humanities and Social Sciences; Metabolism; multidisciplinary; Nonlinear dynamics; Nonlinear systems; Physics; Science; Science (multidisciplinary); System dynamics; Time series; Topology

The topology of interactions in network dynamical systems fundamentally underlies their function. Accelerating technological progress creates massively available data about collective nonlinear dynamics in physical, biological, and technological systems. Detecting direct interaction patterns from th...