Higher-order interactions shape collective dynamics differently in hypergraphs and simplicial complexes

Abstract

Complex real-world networks with higher-order interactions can be described and analyzed using two types of representation, simplicial complexes and hypergraphs. The authors show that choice of representation is essential and demonstrate its impact on emerging collective dynamics in the network.