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Evolution equations on co-evolving graphs: long-time behaviour and the graph continuity equation

Abstract:
We focus on evolution equations on co-evolving, infinite, graphs and establish a rigorous link with a class of nonlinear continuity equations, whose vector fields depend on the graphs considered. More precisely, weak solutions of the so-called graph-continuity equation are shown to be the push-forward of their initial datum through the flow map solving the associated characteristics' equation, which depends on the co-evolving graph considered. This connection can be used to prove contractions in a suitable distance, although the flow on the graphs requires a too limiting assumption on the overall flux. Therefore, we consider upwinding dynamics on graphs with pointwise and monotonic velocity and prove long-time convergence of the solutions towards the uniform mass distribution.
Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1007/s00332-026-10248-w

Authors

More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Mathematical Institute
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Mathematical Institute
Role:
Author


Publisher:
Springer
Journal:
Journal of Nonlinear Science More from this journal
Volume:
36
Issue:
2
Article number:
31
Publication date:
2026-03-05
Acceptance date:
2026-02-07
DOI:
EISSN:
1432-1467
ISSN:
0938-8974


Language:
English
Keywords:
Pubs id:
2120969
Local pid:
pubs:2120969
Deposit date:
2026-02-07
ARK identifier:

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