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May 14, 20260 citationsOpen Access

A Universal Boundary--Bulk Scaling Functional

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DPDavorin Pivec

Key Points

  • This research aims to quantify the competitive relationships between boundary and bulk structures using a new morphometric functional.
  • Introduced a new morphometric functional 'n' to quantify boundary dominance per effective degree of freedom.
  • Developed a scaling theorem to characterize asymptotic behaviors of the morphometric functional.
  • Analyzed distinct limiting behaviors of classical geometric structures under the proposed framework.
  • Identified distinct limiting behaviors of classical geometric structures as determined by the morphometric functional.
  • Demonstrated an extremal ordering between isotropic and axis-aligned geometries.
  • Validated the scaling theorem across various systems including convex geometry and fractal systems.

Abstract

Many systems exhibit a competition between boundary and bulk structure. We introduce the morphometric functional 'n'. The functional quantifies boundary dominance per effective degree of freedom and applies across convex geometry, fractal systems, porous media, networks, and high-dimensional latent spaces. We establish a scaling theorem characterizing the asymptotic regimes of 'n', and show that classical geometric structures exhibit distinct limiting behaviors. In addition, we derive an extremal ordering between isotropic and axis-aligned geometries under this framework.

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Cite This Study

Davorin Pivec (2026) studied this question.

synapsesocial.com/papers/6a05684ea550a87e60a20c0ahttps://doi.org/10.5281/zenodo.20141415
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