Higher-order networks

My works on foundations, structures and dynamics of higher-order networks.

I am interested in studying the structures and dynamics of higher order networks. Among my recent works are studies on percolation on temporal hypergraphs and the rare events of dynamics on hypergraphs.

Temporal and topological properties of Higher-order networks

Among my recent research, I have delved into the temporal and topological properties of higher-order networks. The intricate dynamics and structure of these networks provide valuable insights into various applications.

Large deviation theory on hypergraphs

My exploration also includes studies based on the large deviation theory on hypergraphs. Such studies provide an understanding of the rare events and extreme behaviors that can be observed in these complex systems.

References

2023

  1. Percolation and topological properties of temporal higher-order networks
    Leonardo Di Gaetano, Federico Battiston, and Michele Starnini
    arXiv preprint arXiv:2306.00779, 2023
  2. Dynamical fluctuations in a minimal model of higher-order networks
    Leonardo Di Gaetano, Giorgio Carugno, Federico Battiston, and 1 more author
    arXiv preprint arXiv:2303.18169, 2023