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Mathematical physics · Result 271

Bloch's law, its lattice correction, and the spherical magnetization law

4 papersLeanreasoning

Proves Bloch's T3/2 law with its exact coefficient for three-dimensional quantum Heisenberg ferromagnets at every positive quantum spin, allowing nonnegative symmetric finite-range couplings whose support generates ℤ3. The thermodynamic limit precedes the zero-field derivative and low-temperature limit. The family also proves spontaneous magnetization for nearest-neighbor models in every dimension d ≥ 3 and determines the first lattice correction for three-dimensional nearest-neighbor couplings.

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▶Introduction: the problem and why it mattersin preparation
▶The presented solutionin preparation

Papers 4

First page of Bloch's Law for Finite-Range Heisenberg Ferromagnets in Three Dimensions

Bloch's Law for Finite-Range Heisenberg Ferromagnets in Three Dimensions

OpenAI · October 5, 2026

We prove Bloch's T3/2 law for the spontaneous magnetization of three-dimensional quantum Heisenberg ferromagnets at every fixed positive quantum spin. The result holds for every nonnegative symmetric finite-range interaction whose support generates ℤ3, including spatially anisotropic couplings. The leading magnetization deficit has the exact coefficient determined by the determinant of the quadratic one-magnon dispersion. The thermodynamic limit is taken before the right field derivative at zero, and the low-temperature limit is taken last.

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Cite
@misc{OAI:Blochs-Law-for-Finite-Range-Heisenberg-Ferromagnets-in-Three-Dimensions-October-5-2026,
  author = {{OpenAI}},
  title = {{Bloch's Law for Finite-Range Heisenberg Ferromagnets in Three Dimensions}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/Blochs-Law-for-Finite-Range-Heisenberg-Ferromagnets-in-Three-Dimensions-October-5-2026/bloch-law-heisenberg.pdf}{OAI:Blochs-Law-for-Finite-Range-Heisenberg-Ferromagnets-in-Three-Dimensions-October-5-2026}},
  year = {2026}
}
First page of The first lattice correction to Bloch's law

The first lattice correction to Bloch's law

OpenAI · October 5, 2026

We prove the first lattice correction to Bloch's law for the three-dimensional nearest-neighbor quantum Heisenberg ferromagnet at every fixed spin \(S=\tfrac12,1,\tfrac32,\ldots\). The spontaneous-magnetization deficit agrees with the full ideal-magnon density up to \(o(\beta^{-5/2})\). In addition to the leading Bloch term, this gives the correction \(3\zeta(5/2)(\beta S)^{-5/2}/(128\pi^{3/2})\). The magnetization is the right derivative at zero field of the thermodynamic pressure; the volume limit precedes the field derivative, and the low-temperature limit is taken last.

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Cite
@misc{OAI:The-first-lattice-correction-to-Blochs-law-October-5-2026,
  author = {{OpenAI}},
  title = {{The first lattice correction to Bloch's law}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/The-first-lattice-correction-to-Blochs-law-October-5-2026/first-lattice-correction-bloch-law.pdf}{OAI:The-first-lattice-correction-to-Blochs-law-October-5-2026}},
  year = {2026}
}
First page of The spherical magnetization law for the three-dimensional quantum Heisenberg ferromagnet

The spherical magnetization law for the three-dimensional quantum Heisenberg ferromagnet

OpenAI · October 5, 2026

We prove the spherical magnetization law for the three-dimensional nearest-neighbor isotropic quantum Heisenberg ferromagnet at every fixed positive quantum spin and every sufficiently low fixed positive temperature. As the even periodic cubes grow, the symmetric zero-field magnetization converges in moments to a uniform direction with a deterministic positive magnitude. This magnitude equals the right derivative at zero field of the infinite-volume pressure. The law is expressed through self-adjoint linear combinations of the spin components and requires no joint measurement of noncommuting observables.

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Cite
@misc{OAI:The-spherical-magnetization-law-for-the-three-dimensional-quantum-Heisenberg-ferromagnet-October-5-2026,
  author = {{OpenAI}},
  title = {{The spherical magnetization law for the three-dimensional quantum Heisenberg ferromagnet}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/The-spherical-magnetization-law-for-the-three-dimensional-quantum-Heisenberg-ferromagnet-October-5-2026/spherical-magnetization.pdf}{OAI:The-spherical-magnetization-law-for-the-three-dimensional-quantum-Heisenberg-ferromagnet-October-5-2026}},
  year = {2026}
}
First page of Spontaneous magnetization in the quantum Heisenberg ferromagnet

Spontaneous magnetization in the quantum Heisenberg ferromagnet

OpenAI · September 24, 2026

For every dimension d ≥ 3 and every spin \(S\in\{\frac12,1,\frac32,\ldots\}\), we prove that the nearest-neighbor isotropic quantum Heisenberg ferromagnet has a translation-invariant, spontaneously magnetized equilibrium state at every sufficiently low positive temperature. The same state satisfies the KMS condition for the zero-field dynamics and has magnetization at least \(S/4\). This resolves the low-temperature ordering problem in the spontaneous-magnetization formulation.

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Cite
@misc{OAI:Spontaneous-magnetization-in-the-quantum-Heisenberg-ferromagnet-September-24-2026,
  author = {{OpenAI}},
  title = {{Spontaneous magnetization in the quantum Heisenberg ferromagnet}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/Spontaneous-magnetization-in-the-quantum-Heisenberg-ferromagnet-September-24-2026/paper.pdf}{OAI:Spontaneous-magnetization-in-the-quantum-Heisenberg-ferromagnet-September-24-2026}},
  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 formalization proves spontaneous magnetization for the nearest-neighbor isotropic quantum Heisenberg ferromagnet on \(\mathbb Z^d\) for every \(d\ge3\) and every spin \(S\in\{\tfrac12,1,\tfrac32,\ldots\}\). At every sufficiently low positive temperature, it constructs a translation-invariant equilibrium state satisfying the KMS condition for the zero-field dynamics and having magnetization at least \(S/4\).

It also proves convergence of the finite-volume dynamics to the infinite-volume dynamics used in the KMS statement.

Comparator links

ResultComparator statement
Low-temperature spontaneous magnetization for every positive spinHeisenberg.lean

Scope note on GitHub →

Reasoning summary

OpenAI released an abridged summary of the model's reasoning for this result: Spontaneous magnetization in the quantum Heisenberg ferromagnet (PDF).