Dynamical fluctuations in a minimal model of higher-order networks

Leonardo Di Gaetano, Giorgio Carugno, Federico Battiston, Francesco Coghi

Published 2023-03-31Version 1

Although higher-order interactions are known to affect the typical state of dynamical processes giving rise to new collective behavior, how they drive the emergence of rare events and fluctuations is still an open problem. We investigate how fluctuations of a dynamical quantity of a random walk exploring a higher-order network arise over time. By focusing on a minimal model, we show that higher-order interactions always hamper the appearance of rare events, although the same structure facilitates visits of certain nodes, an event considered atypical on the corresponding system with only pairwise interactions. If the structure of interactions is not fixed but is optimally selected to favor a particular fluctuation, a phase transition emerges where a random walk is typically both homogeneously spread over the network and localised on a portion of it. Our study lays the groundwork for a wider and general theory of fluctuations and rare events in higher-order networks.