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physics.soc-ph2018★ 166 cited
Model-free inference of direct network interactions from nonlinear collective dynamics
Jose Casadiego, Mor Nitzan, Sarah Hallerberg +1
The topology of interactions in network dynamical systems fundamentally underlies their function. Accelerating technological progress creates massively available data about collect…
physics.soc-ph2018★ 82 cited
Revealing physical interaction networks from statistics of collective dynamics
Mor Nitzan, Jose Casadiego, Marc Timme
Revealing physical interactions in complex systems from observed collective dynamics constitutes a fundamental inverse problem in science. Current reconstruction methods require ac…