Recovering sparse networks: Basis adaptation and stability under extensions

We consider the problem of recovering equations of motion from multivariate time series of oscillators interacting on sparse networks. We reconstruct the network from an initial guess which can include expert knowledge about the system such as main motifs and hubs. When sparsity is taken into accoun...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2021-04
Hauptverfasser:	Novaes, Marcel, Edmilson Roque dos Santos, Pereira, Tiago
Format:	Artikel
Sprache:	eng
Schlagworte:	Data points Equations of motion Mathematics - Dynamical Systems Motion stability Network topologies Oscillators Physics - Adaptation and Self-Organizing Systems
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!