25 citations · 26 across the 2 of their papers we have counts for
6 papers
Predicting Dynamic Stability from Static Features in Power Grid Models using Machine Learning
Maurizio Titz, Franz Kaiser, Johannes Kruse +1
A reliable supply with electric power is vital for our society. Transmission line failures are among the biggest threats for power grid stability as they may lead to a splitting of…
Discontinuous transition to loop formation in optimal supply networks
Franz Kaiser, Henrik Ronellenfitsch, Dirk Witthaut
The structure and design of optimal supply networks is an important topic in complex networks research. A fundamental trait of natural and man-made networks is the emergence of loo…
Collective effects of link failures in linear flow networks
Franz Kaiser, Julius Strake, Dirk Witthaut
The smooth operation of supply networks is crucial for the proper functioning of many systems, ranging from biological organisms such as the human blood transport system or plant l…
Multistability in lossy power grids and oscillator networks
Chiara Balestra, Franz Kaiser, Debsankha Manik +1
The stable operation of the electric power grid relies on a precisely synchronized state of all generators and machines. All machines rotate at exactly the same frequency with fixe…
Non-Local Impact of Link Failures in Linear Flow Networks
Julius Strake, Franz Kaiser, Farnaz Basiri +2
The failure of a single link can degrade the operation of a supply network up to the point of complete collapse. Yet, the interplay between network topology and locality of the res…
Order parameter allows classification of planar graphs based on balanced fixed points in the Kuramoto model
Franz Kaiser, Karen Alim
Phase balanced states are a highly under-explored class of solutions of the Kuramoto model and other coupled oscillator models on networks. So far, coupled oscillator research focu…