Predicting Instability in Complex Oscillator Networks: Limitations and Potentials of Network Measures and Machine Learning

1 code implementation • 27 Feb 2024 • Christian Nauck, Michael Lindner, Nora Molkenthin, Jürgen Kurths, Eckehard Schöll, Jörg Raisch, Frank Hellmann

A functional property that is of theoretical and practical interest for oscillatory systems is the stability of synchrony to localized perturbations.

Moving the epidemic tipping point through topologically targeted social distancing

no code implementations • 19 Feb 2021 • Sara Ansari, Mehrnaz Anvari, Oskar Pfeffer, Nora Molkenthin, Frank Hellmann, Jobst Heitzig, Juergen Kurths

Modeling the disease as a spreading process on a social graph, social distancing can be modeled by removing some of the graphs links.

Physics and Society

Topology dependence of on-demand ride-sharing

1 code implementation • 27 Jan 2020 • Debsankha Manik, Nora Molkenthin

Traffic is a challenge in rural and urban areas alike with negative effects ranging from congestion to air pollution.

Physics and Society