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The doctoral network BeyondTheEdge will identify the role of nonpairwise higher-order interactions in the emergence of complex dynamical behaviour of networks of interacting units. BeyondTheEdge will consolidate the emergent research themes of foundations, structure, and data into a new field of Higher-Order Network Dynamics.

Decoding how higher-order network interactions shape contagion dynamics

Bifurcation theory gives insights how higher-order network interactions affect complex contagion dynamics.

19/8/2025
Publication
Higher-order interactions give complex contagion
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Decoding how higher-order network interactions shape contagion dynamics

Aug 2025
Publication

Unraveling high-order interactions in electrophysiological brain signals using elliptical distributions: Moving beyond the Gaussian approximation

May 2025
Publication

Higher-order dissimilarity measures for hypergraph comparison

Mar 2025
Publication

What Are Higher-Order Networks?

Aug 2023
Publication

Resources on Structure

Decoding how higher-order network interactions shape contagion dynamics

Aug 2025
Publication

Higher-order dissimilarity measures for hypergraph comparison

Mar 2025
Publication

What Are Higher-Order Networks?

Aug 2023
Publication

Resources on Foundations

Decoding how higher-order network interactions shape contagion dynamics

Aug 2025
Publication

What Are Higher-Order Networks?

Aug 2023
Publication

Resources on Data

Higher-order dissimilarity measures for hypergraph comparison

Mar 2025
Publication

What Are Higher-Order Networks?

Aug 2023
Publication

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BeyondTheEdge: Higher-Order Networks and Dynamics is 
funded by the European Union under REA Grant Agreement No. 101120085. We also acknowledge support from the TUM–IAS.

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