Failure of Kohn–Sham ensemble representation
Claims a three-electron molecule whose ground-state density no Kohn–Sham ensemble can reproduce.
Kohn–Sham theory, the workhorse of computational chemistry, replaces interacting electrons by imaginary non-interacting ones with the same density. It assumes a suitable common potential always exists. This paper claims an explicit three-electron molecule where none exists in the usual class of potentials, even allowing mixtures of ground states. It is a single carefully built example, not a statement about everyday molecules.
The explanation
A helium atom has two electrons in one shared orbital. Its electron density, the expected number of electrons near each point, integrates to 2. Kohn–Sham theory pretends those electrons do not repel each other. It then looks for one local potential whose noninteracting ground state has exactly the same density. For two electrons sharing an orbital, this is easy: take the orbital to be the square root of half the density.
Kohn–Sham density functional theory makes this replacement for any moleculeSource 1. A local potential is a single energy landscape felt by every electron at each point. The method assumes such a potential exists. Allowing ensembles, mixtures of several tied ground states, makes more densities reachableSource 2. So failure of one simple orbital guess does not settle the questionSource 2. Explicit prescribed densities were already known to fail in this potential classSource 3. Numerical studies of atoms also hinted at failuresSource 4. Neither gave a rigorous counterexample from an actual Coulomb ground state.
The paper claims such a counterexampleSource 5. It is a molecule with three electrons and two nuclei of equal positive integer chargeSource 5. The ground-state density cannot be matched by any noninteracting ground-state ensemble in one real, spin-independent potentialSource 5. The potential class is L^(3/2) + L^∞, a standard space that contains Coulomb potentials. No limit is placed on how degenerate the representing ground space isSource 6.
The molecule is extreme. In scaled units the nuclei sit at distance D = 10^200 on either side of a centre plane. The two lowest one-electron orbitals are an even orbital b and an odd orbital e. Their energy splitting is below 100/D, here less than 10^−198. Two electrons occupy b with opposite spins and one occupies e. The odd orbital vanishes on the centre plane. Gori-Giorgi, Gál and Baerends studied what happens next. Coupling to other ionic channels can make the density decay at the same exponential rate on and off the planeSource 7. On the plane it gets an extra polynomial suppressionSource 7. The paper argues that this tail forces any representing potential to leave the allowed class.
The exact charge Z is given by a formula, not a number. The paper asserts no effective numerical bound for itSource 8. The density also blocks a local-potential first variation of the ensemble exchange-correlation functionalSource 9. The result says nothing about larger classes of potentials, such as spin-dependent or nonlocal onesSource 10.
How sure is this? No Lean formalization accompanies this paper. The claim rests on the paper's long analytic estimates. No specialist review has been published. The example is a single, highly stretched molecule. It shows a limit in principle, not a failure of everyday chemistry calculations.
What it doesn't show. This does not rule out distributional, spin-dependent or nonlocal potentials, and it does not say Kohn–Sham calculations fail for typical molecules.
Where it came from
This result comes from an unreleased OpenAI model, published in the openai/math release on 6 October 2026.
Hype check
Solid if correct, and narrow: one explicit, extremely stretched molecule. There is no Lean formalization and no published specialist review.
Words used
- Electron density
- The expected number of electrons per unit volume at each point in space.
- Kohn–Sham theory
- A method that replaces interacting electrons by noninteracting ones in a shared potential chosen to give the same density.
- Local potential
- An energy landscape v(x) that every electron feels at its own position x.
- Ground-state ensemble
- A mixture of several states that all have the lowest possible energy.
- v-representable
- A density that some potential's ground state, or ensemble, reproduces exactly.
- L^(3/2) + L^∞
- Potentials that split into a part with finite 3/2-power integral and a bounded part; Coulomb attractions fit here.
- Orbital
- A one-electron wave function; up to two electrons of opposite spin can share one.
The original paper
All quoted lines (10)
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Kohn–Sham density functional theory seeks to reproduce the density of an interacting electronic ground state by noninteracting electrons in a common local potential.
A Coulomb ground-state density without Kohn-Sham ensemble representation Back to text -
Thus a failure of a particular orbital ansatz does not settle the ensemble representability question.
A Coulomb ground-state density without Kohn-Sham ensemble representation Back to text -
Explicit prescribed densities can already fail noninteracting -representability in .
A Coulomb ground-state density without Kohn-Sham ensemble representation Back to text -
Trushin, Erhard, and G\"orling report numerical indications of failures of ground-state noninteracting representability from atomic density inversions.
A Coulomb ground-state density without Kohn-Sham ensemble representation Back to text -
We construct a finite three-electron Coulomb molecule whose spin-summed ground-state density cannot be reproduced by any ground-state ensemble of noninteracting electrons in a single real, spin-independent local potential in .
A Coulomb ground-state density without Kohn-Sham ensemble representation Back to text -
No restriction is placed on the degeneracy of a putative representing ground space or on the complex spinful states in its ensemble.
A Coulomb ground-state density without Kohn-Sham ensemble representation Back to text -
When the leading removal amplitude has a nodal plane, coupling to other ionic channels can give the density the same exponential decay rate on and off that plane, with an additional polynomial suppression on the plane.
A Coulomb ground-state density without Kohn-Sham ensemble representation Back to text -
It is a nonnumerical specification, and no effective numerical bound for the charge is asserted.
A Coulomb ground-state density without Kohn-Sham ensemble representation Back to text -
The same density also obstructs a local-potential first variation of the ensemble Hartree–exchange–correlation functional.
A Coulomb ground-state density without Kohn-Sham ensemble representation Back to text -
The result makes no assertion about larger classes of distributional potentials, spin-dependent potentials, or nonlocal one-particle operators.
A Coulomb ground-state density without Kohn-Sham ensemble representation Back to text
Other sources
- openai/math release notes (2026): model provenance and review status
manuscripts and supporting proof artifacts produced by an internal OpenAI model
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