Critical phase transitions in minimum-energy configurations for the exponential kernel family $e^{-|x-y|^q}$ on the unit interval
Abstract
We study the optimal placement of ordered points on the unit interval for the bounded pair potential The family interpolates between strongly cusp-like kernels for , the threshold kernel , and the flatter Gaussian-type regime . Our emphasis is on the transition from collision-free minimizers to endpoint-collapsed minimizers. We reformulate the problem in gap variables, record convexity, symmetry, and the Karush-Kuhn-Tucker conditions, and give a short proof that collisions are impossible for . At the threshold we recover the endpoint-clustering law for , while for we identify critical exponents beyond which interior points are no longer optimal. For odd we derive the exact universal value and for even we compute the numerical transition values We also include comparison tables and diagrams for the kernels , , and , briefly relate the bounded family to the singular Riesz kernel , and identify the limit with the Fekete/Chebyshev--Lobatto configuration on .
Keywords
Cite
@article{arxiv.2603.28179,
title = {Critical phase transitions in minimum-energy configurations for the exponential kernel family $e^{-|x-y|^q}$ on the unit interval},
author = {Michael T. M. Emmerich},
journal= {arXiv preprint arXiv:2603.28179},
year = {2026}
}
Comments
13 pages, 4 figures I have added the github link to the paper with reproducibility package: https://github.com/emmerichmtm/phaseTransitionExpKernelsUnitLine