4020175206 Complex Network Dynamics
Digital- & Präsenz-basierter Kurs
- classroom language
- DE
- aims
- At the end of the lecture, students should have a comprehensive knowledge of complex networks and their appliation to the analysis of dynamical systems. We both present established methods as well as state-of-the-art research results.
- requirements
- Generally, prior knowledge of "Statistical Physics" and "Nonlinear Dynamics" is helpful, however, important aspects are recapitulated in the lecture.
- structure / topics / contents
- Recap: Dynamical Systems and Bifurcations
Foundations and Structural Properties of Complex Networks (symmetries, measures, small-world)
Functional Networks: The climate as a network
Dynamics of networks: Percolation
Dynamics on networks: Opinion formation, Synchronisation
Stochasticity on Networks: Renewable Energies and sustainable Power grids.
Network Control
- assigned modules
-
P24.3.h
- amount, credit points; Exam / major course assessment
- 3 SWS, 6 SP/ECTS (Arbeitsanteil im Modul für diese Lehrveranstaltung, nicht verbindlich)
regular participation in lectures and tutorials, 50% of points from exercise sheets; for graded certificate: additional oral examination at the end of the lecture series
- contact
- hellmann@pik-potsdam.de pschultz@pik-potsdam.de
- quod vide:
- http://www.pik-potsdam.de/members/hellmann/coen/teaching/