Acute Multiscale Spacing Entropies and Quantitative Cluster Compression in Attractive Logarithmic Particle Flows

We study ordered particles on the real line evolving under the attractive negative-gradientflow of the logarithmic Vandermonde interaction. For each scale m, let Wm be the sumof the logarithms of all overlapping m-spacings. Our main structural result is an explicitpositive factorization of every pairwise gradient inner product ⟨∇Wr,∇Wm⟩. Hence the fullspacing hierarchy is pairwise acute, and every Wm is a strict Lyapunov functional for theVandermonde flow and, more generally, for every nontrivial nonnegative combination of thefixed-scale logarithmic flows. We then convert this qualitative structure into a quantitativemultiscale contraction law: the centered second moment decreases exactly linearly, whilethe geometric mean of the overlapping m-spacings contracts at an explicit scale-dependentrate. This yields a collision-or-cluster-compression certificate at every scale m. At thenearest-neighbor scale we further obtain an exact dissipation identity for reciprocal gaps.For an adjacent gap, the singular pair attraction separates from a nonnegative exteriorforcing, leading to an explicit lower collision-time bound. Weak back-pressure forces adefinite amount of local reciprocal-gap energy and, under a natural local-peak condition,a finite-window Parseval argument forces spectral mass at the inverse window scale. Theresults are finite-dimensional and deterministic and apply directly to simple real zeros ofpolynomial heat flow up to the first collision.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-31
DOI
https://doi.org/10.5281/zenodo.23843352
Primary Topic
Geometric Analysis and Curvature Flows
Type
preprint
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preprint

Acute Multiscale Spacing Entropies and Quantitative Cluster Compression in Attractive Logarithmic Particle Flows

Dimitris Kastoris
Zenodo (CERN European Organization for Nuclear Research)
Geometric Analysis and Curvature Flows
preprint

Acute Multiscale Spacing Entropies and Quantitative Cluster Compression in Attractive Logarithmic Particle Flows

Dimitris Kastoris
preprint en

Abstract

We study ordered particles on the real line evolving under the attractive negative-gradientflow of the logarithmic Vandermonde interaction. For each scale m, let Wm be the sumof the logarithms of all overlapping m-spacings. Our main structural result is an explicitpositive factorization of every pairwise gradient inner product ⟨∇Wr,∇Wm⟩. Hence the fullspacing hierarchy is pairwise acute, and every Wm is a strict Lyapunov functional for theVandermonde flow and, more generally, for every nontrivial nonnegative combination of thefixed-scale logarithmic flows. We then convert this qualitative structure into a quantitativemultiscale contraction law: the centered second moment decreases exactly linearly, whilethe geometric mean of the overlapping m-spacings contracts at an explicit scale-dependentrate. This yields a collision-or-cluster-compression certificate at every scale m. At thenearest-neighbor scale we further obtain an exact dissipation identity for reciprocal gaps.For an adjacent gap, the singular pair attraction separates from a nonnegative exteriorforcing, leading to an explicit lower collision-time bound. Weak back-pressure forces adefinite amount of local reciprocal-gap energy and, under a natural local-peak condition,a finite-window Parseval argument forces spectral mass at the inverse window scale. Theresults are finite-dimensional and deterministic and apply directly to simple real zeros ofpolynomial heat flow up to the first collision.

Zenodo (CERN European Organization for Nuclear Research)
University of Patras (GR)
Geometric Analysis and Curvature Flows
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Acute Multiscale Spacing Entropies and Quantitative Cluster Compression in Attractive Logarithmic Particle Flows — Dimitris Kastoris · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS