Extension to non-identical units and beyond identical synchronisation
Extend the equitability-based characterisation of cluster synchronisation and the quotient-dynamics framework from identical dynamical units to systems of non-identical dynamical units in general multilayer networks, and to synchronisation types beyond identical synchronisation.
References
Our results formalise and clarify the relationship between cluster synchronisation and equitability, including a new concept of dynamical stability, on networks, and higher-order networks, but several important open questions remain. These include fast and exhaustive algorithms to find equitable partitions in arbitrary multiplexes and hypergraphs; the realisation and ordering problem, that is, which equitable partitions and in which order they synchronise as we increase the coupling strength parameters (see for the network case); the stability question, that is, finding general conditions that guarantee the stability and a synchronised solution, for instance from a quotient to a parent solution; and an extension to non-identical dynamical units such as general multi-layer networks and to other synchronisation types beyond identical synchronisation.