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ZENODO
Preprint . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
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Minimal Conditions for Geometric Admissibility in Finite Relational Systems: Functional Connectivity, Spectral Collapse, and the Boundary of Diffusion Geometry

Authors: Lehman, Matthew;

Minimal Conditions for Geometric Admissibility in Finite Relational Systems: Functional Connectivity, Spectral Collapse, and the Boundary of Diffusion Geometry

Abstract

We formulate minimal conditions under which a finite weighted relational system admits a diffusion-geometric interpretation. The framework is deliberately operational: geometry is not assumed as a background structure, but is treated as an admissible description only when the system supports coherent propagation. For a finite connected weighted graph with Laplacian L, we identify the first nonzero eigenvalue λ1 as the controlling spectral diagnostic for global diffusion coherence. A positive spectral gap implies finite diffusion mixing scale and stable propagation across the relational support, while collapse of the gap marks loss of diffusiongeometric admissibility. We distinguish topological connectivity from functional diffusion connectivity, emphasizing that a graph may remain connected while failing to support coherent global propagation at the relevant scale. The resulting criterion provides a minimal operator-level foundation for subsequent analysis of failure modes, recovery conditions, and post-geometric phase structure in finite relational systems.

Keywords

Functional connectivity, discrete geometry, spectral gap, Graph Laplacian, Heat kernel, Algebraic connectivity

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green