Linear coefficient of minimum spherical logarithmic energy
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For ordered-pair logarithmic energy $E_{\log} (N)=min_{x_{1},\dots ,x_N\in S^{2}}$ $-\Sigma _{i\neq j}\log \Vert x_i-x_j\Vert $, is $E_{\log} (N)=(\tfrac12 -\log 2)N^{2}-\tfrac12 N$ logN+C N+o(N), where $C=2\log 2+\tfrac12 \log (2/3)+3\log (\surd \pi /\Gamma (1/3))$, as integers N tend to infinity? Collisions have infinite energy and distances are ambient Euclidean chords.Short English statement
For ordered-pair logarithmic energy $E_{\log} (N)=min_{x_{1},\dots ,x_N\in S^{2}}$ $-\Sigma _{i\neq j}\log \Vert x_i-x_j\Vert $, is $E_{\log} (N)=(\tfrac12 -\log 2)N^{2}-\tfrac12 N$ logN+C N+o(N), where $C=2\log 2+\tfrac12 \log (2/3)+3\log (\surd \pi /\Gamma (1/3))$, as integers N tend to infinity? Collisions have infinite energy and distances are ambient Euclidean chords.Sources
- S1 Original question source or mathematical context. http://aimpl.org/discreteaf/1/.
- S2 Original question source or mathematical context. https://mathworld.wolfram.com/SmalesProblems.html.
- S3 Original question source or mathematical context. https://www.cityu.edu.hk/ma/doc/people/smales/pap104.pdf.
- S4 OpenAI, manuscript citation page. Source of the formulation motivating this local problem. https://github.com/openai/math/blob/adc7f1241b42e322a6451854ab7e4b4c146bf78a/preprints/Triangular-minimality-for-planar-Coulomb-renormalized-energy-September-23-2026/README.md.
Statement licence: CC-BY-4.0 · Source file
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OpenAI claim summary for Math-2630
The result supplies the conclusion in this problem with its displayed hypotheses and quantifiers. The broader statements and applications in the manuscript are kept separate from the particular question above. The supporting result is manuscript 1 (family 090; 2026-09-23).
Linear coefficient of minimum spherical logarithmic energy
OpenAI's claim
OpenAI presents the following claims relevant to this question, with manuscript numbers following paper order in Sources. In manuscript 1 (family 090; 2026-09-23), the asserted result is that the triangular lattice minimizes planar Coulomb renormalized energy over the stated curl-free fields with unit background, with the spherical logarithmic-energy consequence.Mathematical statement of the claimed result
Manuscript 1.
Let $\Lambda\subset\mathbb R^2$ be locally finite with no multiplicities and bounded density in centered disks. Admit locally integrable fields $E$ satisfying, distributionally, \[ \operatorname{div}E=2\pi(\sum_{p\in\Lambda}\delta_p-1),\qquad \operatorname{curl}E=0. \] For $K_R=[-R,R]^2$, take smooth $0\le\chi_R\le1$ supported in $K_R$, equal to one on $K_{R-1}$ and with uniformly bounded gradients. Define \[ W(E,\chi)=\lim_{\eta\downarrow0} \left[\frac12\int_{\mathbb R^2\setminus\bigcup_{p\in\Lambda}B(p,\eta)}\chi|E|^2 +\pi\log\eta\sum_{p\in\Lambda}\chi(p)\right], \qquad W(E)=\limsup_{R\to\infty}\frac{W(E,\chi_R)}{|K_R|}. \] For the unit-density triangular lattice \[ \Lambda_{\triangle}=\sqrt{2/\sqrt3}\,[\mathbb Z(1,0)+\mathbb Z(1/2,\sqrt3/2)], \] let $E_{\triangle}=-\nabla h$ with the periodic mean-zero solution $-\Delta h=2\pi(\delta_0-1)$. The claim, for every allowed field and every such cutoff family, is \[ W(E)\ge W(E_{\triangle})<\infty, \qquad\inf_E W(E)=W(E_{\triangle}). \] The cited spherical consequence concerns the ordered-pair logarithmic energy on the unit sphere: \[ \min_{y_1,\ldots,y_n\in S^2}-\sum_{i\ne j}\log\|y_i-y_j\| =\left(\frac12-\log2\right)n^2-\frac n2\log n+C n+o(n), \] \[ C=2\log2+\frac12\log(2/3) +3\log\left(\frac{\sqrt\pi}{\Gamma(1/3)}\right). \] The norm is Euclidean, collisions have infinite energy, and $n\to\infty$ through integers.Outline of the argument
For manuscript 1 (family 090; 2026-09-23), a glued trial potential is built from Voronoi sectors with matching logarithmic singularities. An exact dual identity expresses the energy as sector contributions plus a nonnegative Dirichlet error; interval-certified scalar inequalities calibrate the sectors to the triangular cell.Formal verification
No Lean formalization is listed at this snapshot for manuscript 1 (family 090; 2026-09-23).This site has not executed the Lean code. Described statement coverage is not an independent proof check.
Status caveat
The manuscripts were produced by an internal OpenAI model. OpenAI cautions that results without formalization can contain mistakes. This site has not independently checked the proofs; the label records the scope of OpenAI's claim.Sources
- OpenAI, Triangular minimality for planar Coulomb renormalized energy, 2026-09-23; citation key
OAI:Triangular-minimality-for-planar-Coulomb-renormalized-energy-September-23-2026. PDF (GitHub); PDF (direct); Manuscript page and citation; Latest version; Statement source: cor:bhs, eq:bhs-asymptotic, eq:bhs-constant. - Family 090: Lean scope.
- OpenAI catalogue entry.