Full holonomy conjecture for higher-dimensional Laplacian dynamics
Full holonomy conjecture for higher-dimensional Laplacian dynamics
Let be the state of Laplacian dynamics on vertices, let denote its degree matrix, and let solve
For a base point determined by the dynamics, write for the restricted holonomy group.
Full holonomy conjecture. For , , and initial conditions with not scalar (non-regular graph), the restricted holonomy group of Laplacian dynamics is
The preceding finite-time rank criterion proves full holonomy when sufficiently many curvature-generated skew directions are linearly independent. Establishing that this rank condition holds generically for all would require a transversality argument controlling symmetry strata, so the fully generic statement remains conjectural.
Sources & referencesView supporting material
Primary source
Giulio Valentino Dalla Riva, “Random Dot Product Graphs as Dynamical Systems: Limitations and Opportunities”, arXiv:2603.05703 (2026).
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