119 citations · 120 across the 3 of their papers we have counts for
3 papers · 1 filter
The topology of synergy: linking topological and information-theoretic approaches to higher-order interactions in complex systems
Thomas F. Varley, Pedro A. M. Mediano, Alice Patania +1
The study of irreducible higher-order interactions has become a core topic of study in complex systems. Two of the most well-developed frameworks, topological data analysis and mul…
Disentangling high-order mechanisms and high-order behaviours in complex systems
Fernando E. Rosas, Pedro A. M. Mediano, Andrea I. Luppi +5
Battiston et al. (arXiv:2110.06023) provide a comprehensive overview of how investigations of complex systems should take into account interactions between more than two elements,…
Emergence as the conversion of information: A unifying theory
Thomas Varley, Erik Hoel
Is reduction always a good scientific strategy? Does it always lead to a gain in information? The very existence of the special sciences above and beyond physics seems to hint no.…