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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.

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Background

All results in the paper assume identical units and focus on identical (cluster) synchronisation. Real systems often exhibit parameter heterogeneity and display other synchronisation forms (e.g., phase or generalized synchronisation).

The authors explicitly identify the need to broaden the current theory to heterogeneous units and to synchronisation phenomena beyond identical synchronisation in multilayer settings.

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.

Equitability and explosive synchronisation in multiplex and higher-order networks (2507.09319 - Kovalenko et al., 12 Jul 2025) in Conclusions