OpenAI research collection · 4 manuscripts · Source checked 2026-10-19
The idea in plain language
These papers claim precise low-temperature laws and spontaneous magnetisation results for quantum Heisenberg models. They connect the microscopic interaction rules to the magnetic behaviour of a very large system.
Why it matters
The family spans several statements with different dimensions and interactions. Their scope should be read individually before drawing conclusions about real materials.
Read the technical source claim
Proves Bloch's T^(3/2) 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 ℤ^(3). 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.
Read the manuscripts
Short excerpts below come from OpenAI's abstracts. The full abstract and original PDF preserve the paper's precise scope.
MANUSCRIPT 01
Bloch's Law for Finite-Range Heisenberg Ferromagnets in Three Dimensions
We prove Bloch's T^(3/2) 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 ℤ^(3), including spatially anisotropic couplings. The leading magnetization…
Full source abstract
We prove Bloch's T^(3/2) 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 ℤ^(3), 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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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(β^{-5/2}). In addition to the leading Bloch term, this gives the…
Full source abstract
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(β^{-5/2}). In addition to the leading Bloch term, this gives the correction 3\zeta(5/2)(β S)^{-5/2}/(128π^{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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The spherical magnetization law for the three-dimensional quantum Heisenberg ferromagnet
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…
Full source abstract
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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Spontaneous magnetization in the quantum Heisenberg ferromagnet
For every dimension d ≥ 3 and every spin S∈\{\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…
Full source abstract
For every dimension d ≥ 3 and every spin S∈\{\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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