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Partial differential equations · Result 373

Nonattainment of the three-marginal Coulomb Monge problem

1 paperLean

An optimal three-particle Coulomb configuration need not be a deterministic function of the first particle, even for smooth identical spatial densities. The Monge and Kantorovich infima agree, but the Monge infimum is not attained. The same phenomenon occurs for every inverse-power Riesz exponent in each dimension at least two, with a suitable density in each case.

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The problem

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▶Introduction to the problemin preparation
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The solution proposed by OpenAI

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▶The proposed solutionin preparation

Papers 1

First page of A counterexample to the Monge ansatz for the three-marginal Coulomb cost

A counterexample to the Monge ansatz for the three-marginal Coulomb cost

OpenAI · September 25, 2026

We construct a smooth compactly supported probability density on ℝ3, with a smooth compactly supported square root, for which the three-marginal Coulomb transport minimum is not attained by any pair of measure-preserving Borel maps. Nevertheless, the Monge and Kantorovich infima agree: we construct preserving maps whose costs approach the Kantorovich minimum. For every d ≥ 2 and s > 0, we also construct a smooth identical marginal with the same nonattainment and equality-of-infima properties for the inverse-power interaction \(\sum_{i\lt j}|x_i-x_j|^{-s}\) on ℝd.

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@misc{OAI:A-counterexample-to-the-Monge-ansatz-for-the-three-marginal-Coulomb-cost-September-25-2026,
  author = {{OpenAI}},
  title = {{A counterexample to the Monge ansatz for the three-marginal Coulomb cost}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/A-counterexample-to-the-Monge-ansatz-for-the-three-marginal-Coulomb-cost-September-25-2026/paper.pdf}{OAI:A-counterexample-to-the-Monge-ansatz-for-the-three-marginal-Coulomb-cost-September-25-2026}},
  year = {2026}
}

What was formalized in Lean

The following describes the scope of the Lean formalization related to the following accompanying paper(s):

Scope

The Monge ansatz asks whether an optimal multi-marginal transport plan can be induced by maps from one marginal. For the three-marginal Coulomb cost in \(\mathbb R^3\), the formalization constructs a smooth compactly supported probability density, with smooth compactly supported square root, for which no pair of measure-preserving Borel maps attains the Kantorovich minimum.

Nevertheless, the Monge and Kantorovich infima are equal: preserving maps with finite costs approach the minimum. This is the three-dimensional Coulomb result; the paper's inverse-power extensions in every dimension are outside this statement.

Comparator links

ResultComparator statement
Coulomb Monge nonattainment with equality of infimaCoulombCounterexample.lean

Scope note on GitHub →