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We define a family of random sets of points, the Diamond ensemble, on the sphere $\mathbb{S}^{2}$ depending on several parameters. Its most important property is that, for some of these parameters, the asymptotic expected value of the…

Mathematical Physics · Physics 2018-09-26 Carlos Beltrán , Ujué Etayo

We analyse several constructions of random point sets on the sphere $\mathbb{S}^{3}\subset\mathbb{R}^4$ evaluating and comparing them through their discrete logarithmic energy: \begin{equation*} E_0(\omega_N) = \sum_{\substack{i, j=1\\ i…

Probability · Mathematics 2026-02-13 Ujué Etayo , Pablo G. Arce

We show an alternative proof of the sharpest known lower bound for the logarithmic energy on the unit sphere $\mathbb{S}^2$. We then generalize this proof to get new lower bounds for the Green energy on the unit $n$-sphere $\mathbb{S}^n$.

Classical Analysis and ODEs · Mathematics 2022-05-06 Carlos Beltrán , Fátima Lizarte

We describe several randomized collections of $3\times 3$ rotation matrices and analyze their associated logarithmic energy. The best one (i.e. the one attaining the lowest expected logarithmic energy) is constructed by choosing $r$…

Classical Analysis and ODEs · Mathematics 2025-07-21 Carlos Beltrán , Federico Carrasco , Damir Ferizović , Pedro R. López-Gómez

In this paper we study Riesz, Green and logarithmic energy on two-point homogeneous spaces. More precisely we consider the real, the complex, the quaternionic and the Cayley projective spaces. For each of these spaces we provide upper…

Classical Analysis and ODEs · Mathematics 2022-04-11 Austin Anderson , Maria Dostert , Peter J. Grabner , Ryan W. Matzke , Tetiana A. Stepaniuk

In this paper we report on massive computer experiments aimed at finding spherical point configurations that minimize potential energy. We present experimental evidence for two new universal optima (consisting of 40 points in 10 dimensions…

We give a sharp lower bound for the energy in homotopy classes of mappings from real projective space to Riemannian manifolds, together with an upper bound for its infimum. We characterize the maps which attain this lower bound for energy,…

Differential Geometry · Mathematics 2024-11-14 Joseph Hoisington

We derive and investigate lower bounds for the potential energy of finite spherical point sets (spherical codes). Our bounds are optimal in the following sense -- they cannot be improved by employing polynomials of the same or lower degrees…

Metric Geometry · Mathematics 2015-03-26 P. G. Boyvalenkov , P. D. Dragnev , D. P. Hardin , E. B. Saff , M. M. Stoyanova

We enumerate and classify all stationary logarithmic configurations of d+2 points on the unit (d-1)-sphere in d-dimensions. In particular, we show that the logarithmic energy attains its relative minima at configurations that consist of two…

Metric Geometry · Mathematics 2022-03-15 Peter D. Dragnev , Oleg R. Musin

In this paper, we investigate discrete logarithmic energy problems in the unit circle. We study the equilibrium configuration of $n$ electrons and $n-1$ pairs of external protons of charge $+1/2$. It is shown that all the critical points of…

Classical Analysis and ODEs · Mathematics 2020-08-11 Marcell Gaál , Béla Nagy , Zsuzsanna Nagy-Csiha , Szilárd Révész

We revisit a classical question: how large is the minimal logarithmic energy of $n$ points on $\mathbb{S}^2$ $$ \mathcal{E}_{\log}(n) = \min_{x_1, \dots, x_n \in \mathbb{S}^2} \quad \sum_{i,j =1 \atop i \neq j}^{n}{…

Classical Analysis and ODEs · Mathematics 2021-05-05 Stefan Steinerberger

We consider the energy spectrum $\Xi_E(N)$ of harmonic maps from the sphere into a closed Riemannian manifold $N$. While a well known conjecture asserts that $\Xi_E(N)$ is discrete whenever $N$ is analytic, for most analytic targets it is…

Analysis of PDEs · Mathematics 2023-03-02 Melanie Rupflin

We show that in all homotopy classes of mappings from complex projective space to Riemannian manifolds, the infimum of the energy is proportional to the infimal area in the homotopy class of mappings of the 2-sphere which represents the…

Differential Geometry · Mathematics 2024-11-14 Joseph Hoisington

Smale's Seventh Problem asks for an efficient algorithm to generate a configuration of $n$ points on the sphere that nearly minimizes the logarithmic energy. As a candidate starting configuration for this problem, Armentano, Beltr\'an and…

Probability · Mathematics 2024-10-14 Marcus Michelen , Oren Yakir

In this paper, we compute the expected logarithmic energy of solutions to the polynomial eigenvalue problem for random matrices. We generalize some known results for the Shub-Smale polynomials, and the spherical ensemble. These two…

Probability · Mathematics 2025-05-19 Diego Armentano , Federico Carrasco , Marcelo Fiori

We study energy minimization for pair potentials among periodic sets in Euclidean spaces. We derive some sufficient conditions under which a point lattice locally minimizes the energy associated to a large class of potential functions. This…

Metric Geometry · Mathematics 2014-06-23 Renaud Coulangeon , Achill Schürmann

In the present paper we study the minimization of energy integrals on the sphere with a focus on an interesting clustering phenomenon: for certain types of potentials, optimal measures are discrete or are supported on small sets. In…

Classical Analysis and ODEs · Mathematics 2019-08-28 Dmitriy Bilyk , Alexey Glazyrin , Ryan Matzke , Josiah Park , Oleksandr Vlasiuk

We study configurations of points on the unit sphere that minimize potential energy for a broad class of potential functions (viewed as functions of the squared Euclidean distance between points). Call a configuration sharp if there are m…

Metric Geometry · Mathematics 2012-03-15 Henry Cohn , Abhinav Kumar

We consider the energy of smooth generalized distributions and also of singular foliations on compact Riemannian manifolds for which the set of their singularities consists of a finite number of isolated points and of pairwise disjoint…

Differential Geometry · Mathematics 2015-12-07 J. C. González-Dávila

This survey discusses recent developments in the context of spherical designs and minimal energy point configurations on spheres. The recent solution of the long standing problem of the existence of spherical $t$-designs on $\mathbb{S}^d$…

Mathematical Physics · Physics 2015-12-24 Johann S. Brauchart , Peter J. Grabner
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