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Quantifying Microorganisms at Low Concentrations Using Digital Holographic Microscopy (DHM)
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A Full Halin Grid Theorem.

Agelos Georgakopoulos1, Matthias Hamann2

  • 1Mathematics Institute, University of Warwick, Coventry, CV4 7AL UK.

Discrete & Computational Geometry
|June 2, 2026
PubMed
Summary
This summary is machine-generated.

Vertex-transitive graphs with a thick end either resemble trees or contain a hexagonal grid subdivision. This research strengthens Halin's grid theorem for specific graph types.

Keywords:
Halin’s grid theoremQuasi-isometryThick endVertex-transitiveWell-quasi-ordering

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Area of Science:

  • Graph theory
  • Geometric group theory

Background:

  • Halin's grid theorem: Graphs with a thick end contain a hexagonal half-grid subdivision.
  • Vertex-transitive graphs possess high symmetry.
  • Locally finite graphs have finite neighborhoods for each vertex.

Purpose of the Study:

  • To strengthen Halin's grid theorem for vertex-transitive, locally finite graphs.
  • To investigate the structural properties of such graphs concerning grid subdivisions.

Main Methods:

  • Utilizing quasi-isometry to classify graph structures.
  • Applying concepts from geometric group theory to analyze graph ends.
  • Proving structural dichotomy based on graph properties.

Main Results:

  • A vertex-transitive, locally finite graph either is quasi-isometric to a tree or contains a subdivision of the full hexagonal grid.
  • Graphs quasi-isometric to trees lack a thick end, satisfying the theorem's condition vacuously.

Conclusions:

  • The study provides a refined understanding of graph structure, particularly for vertex-transitive graphs.
  • The findings offer a stronger alternative to Halin's theorem under specific graph conditions.