Result 216, Probability and statistical mechanics

Critical and near-critical XY scaling and BKT universality

For the square-lattice nearest-neighbor cosine XY model, proves critical axis correlations Cβc(r)∼Ar−1/4(log⁡r)1/8C_{\beta_c}(r)\sim Ar^{-1/4}(\log r)^{1/8} and the Berezinskii–Kosterlitz–Thouless essential singularity βc−βlog⁡ξ(β)→B\sqrt{\beta_c-\beta}\log\xi(\beta)\to B, with A,B>0A,B\gt 0 after the free-box thermodynamic limit. For finite square-symmetric interactions containing nearest neighbors, discrete Gaussian heights converge to Gaussian fields throughout the rough phase, including its threshold, along geometric torus sizes. Critical center-magnetization and spin-field conclusions retain their stated height, renormalization, and field-input assumptions.

Proof

The bigger picture

Why it matters

The manuscripts report precise laws for how alignment spreads in a two-dimensional model of interacting spins near a phase transition. These laws sharpen the distinction between ordinary power-law scaling and the unusual Berezinskii–Kosterlitz–Thouless transition.

What changes?

The XY model places rotating arrows on a square lattice, with nearest neighbors interacting through a cosine. Taking the free-box infinite-volume limit before axis separation r grows, the reported critical correlation is asymptotic to a positive constant times r to power minus one-quarter times (log r) to power one-eighth. Correlation length is inverse mass, measuring correlation decay. Approaching critical inverse temperature from below, its logarithm times the square root of the inverse-temperature gap tends to a finite positive constant.

What does that help mathematicians do?

The logarithmic factor specifies a correction that the exponent one-quarter alone cannot capture. The correlation-length law describes growth faster than any fixed power of the inverse-temperature gap. Separately, for two-dimensional discrete Gaussian heights, the manuscripts report Gaussian-field limits throughout the rough phase, including its threshold, along geometric torus sizes. This covers every finite square-symmetric interaction set containing nearest neighbors, identifying shared large-scale behavior despite differences in those interactions.

Are there practical applications?

The immediate value is foundational: these claims give precise targets for studying correlations and the emergence of continuum random fields from lattice models. They do not establish technological applications. The reported critical center-magnetization and spin-field conclusions remain dependent on their stated height, renormalization, and field-input assumptions; those conclusions should not be treated as unconditional consequences of the correlation laws alone.

This section was generated by GPT-6 Astra Medium. This explanation is based on the result summary and manuscript abstracts below. This context is separate from OpenAI's source text.

6 manuscripts

The critical logarithmic correction for the planar XY model

October 5, 2026 84 pages

We prove the critical logarithmic correction for the nearest-neighbor cosine XY model on the square lattice. Let Cbc(r)C_{b_c}(r) be the two-point correlation at critical inverse temperature, obtained by taking the free-box thermodynamic limit while the two sites remain r lattice steps apart along a coordinate axis. Then

Cbc(r)=BXYr−1/4(log⁡r)1/8(1+o(1)),BXY∈(0,∞),\displaystyle C_{b_c}(r)=B_{\mathrm{XY}}r^{-1/4}(\log r)^{1/8}(1+o(1)), \qquad B_{\mathrm{XY}}\in(0,\infty),

as r→∞r\to\infty.

Cite (BibTeX)
@misc{OAI:The-critical-logarithmic-correction-for-the-planar-XY-model-October-5-2026,
  author = {{OpenAI}},
  title = {{The critical logarithmic correction for the planar XY model}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/The-critical-logarithmic-correction-for-the-planar-XY-model-October-5-2026/paper.pdf}{OAI:The-critical-logarithmic-correction-for-the-planar-XY-model-October-5-2026}},
  year = {2026}
}

Critical Center Magnetization in the Planar XY Model

October 5, 2026 61 pages

Assuming the stated critical-height, local-renormalization, and spin-field inputs from the companion papers, we determine the center magnetization of the planar XY model in a square with aligned boundary spins at its mass-defined critical threshold. As n→∞n\to\infty, the magnetization is AXYn−1/8(log⁡n)1/16(1+o(1))A_{\mathrm{XY}}n^{-1/8}(\log n)^{1/16}(1+o(1)), where AXYA_{\mathrm{XY}} is a finite, strictly positive model-specific constant.

Cite (BibTeX)
@misc{OAI:Critical-Center-Magnetization-in-the-Planar-XY-Model-October-5-2026,
  author = {{OpenAI}},
  title = {{Critical Center Magnetization in the Planar XY Model}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/Critical-Center-Magnetization-in-the-Planar-XY-Model-October-5-2026/paper.pdf}{OAI:Critical-Center-Magnetization-in-the-Planar-XY-Model-October-5-2026}},
  year = {2026}
}

The Critical Spin Field of the Planar XY Model

October 5, 2026 43 pages

Using the companion critical Bessel-height and pin-limit theorems, we prove that at the mass-defined critical inverse temperature of the nearest-neighbor XY model on the square lattice, the spin field on a square with boundary angles fixed to zero converges along the full sequence to the full-variance imaginary exponential of a zero-Dirichlet Gaussian free field with stiffness 2/π2/\pi. The normalization uses the exact center magnetization and the lattice Green-function factor. Convergence holds in law in Hloc−3((−1,1)2)H^{-3}_{\mathrm{loc}}((-1,1)^2); all mixed moments and joint laws of fields smeared against smooth compactly supported test functions in (−1,1)2(-1,1)^2 converge as well.

Cite (BibTeX)
@misc{OAI:The-Critical-Spin-Field-of-the-Planar-XY-Model-October-5-2026,
  author = {{OpenAI}},
  title = {{The Critical Spin Field of the Planar XY Model}},
  howpublished = {OpenAI Math Release preprint \href{https://github.com/openai/math/blob/main/preprints/The-Critical-Spin-Field-of-the-Planar-XY-Model-October-5-2026/paper.pdf}{OAI:The-Critical-Spin-Field-of-the-Planar-XY-Model-October-5-2026}},
  year = {2026}
}

Essential Singularity of the Correlation Length in the Planar XY Model

October 5, 2026 54 pages

We prove the Berezinskii–Kosterlitz–Thouless essential singularity for the correlation length of the nearest-neighbor cosine XY model on the square lattice. Let m(b)m(b) be the mass obtained by taking first the free-box thermodynamic limit and then the separation limit along a coordinate axis. As the inverse temperature b approaches bc from the massive side,

bc−blog⁡1m(b)⟶AXY,\displaystyle \sqrt{b_c-b}\log\frac{1}{m(b)} \longrightarrow A_{\mathrm{XY}},

where AXYA_{\mathrm{XY}} is a finite, strictly positive model-specific constant.

Cite (BibTeX)
@misc{OAI:Essential-Singularity-of-the-Correlation-Length-in-the-Planar-XY-Model-October-5-2026,
  author = {{OpenAI}},
  title = {{Essential Singularity of the Correlation Length in the Planar XY Model}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/Essential-Singularity-of-the-Correlation-Length-in-the-Planar-XY-Model-October-5-2026/paper.pdf}{OAI:Essential-Singularity-of-the-Correlation-Length-in-the-Planar-XY-Model-October-5-2026}},
  year = {2026}
}

The critical correlation exponent of the planar XY model

September 24, 2026 50 pages

For the ordinary nearest-neighbor XY model on the square lattice, we prove the Berezinskii–Kosterlitz–Thouless prediction that the critical spin-correlation exponent is 1/4. More precisely, at the mass-defined critical inverse temperature, the infinite-volume correlation is n−1/4+o(1)n^{-1/4+o(1)}. The infinite-volume limit through free square boxes is taken before the separation limit.

Cite (BibTeX)
@misc{OAI:The-critical-correlation-exponent-of-the-planar-XY-model-September-24-2026,
  author = {{OpenAI}},
  title = {{The critical correlation exponent of the planar XY model}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/The-critical-correlation-exponent-of-the-planar-XY-model-September-24-2026/paper.pdf}{OAI:The-critical-correlation-exponent-of-the-planar-XY-model-September-24-2026}},
  year = {2026}
}

BKT universality for height and planar spin fields

September 24, 2026 169 pages

We prove Gaussian scaling limits for the two-dimensional discrete Gaussian height model throughout its rough phase, including the physical roughening threshold, for every finite square-symmetric interaction set containing the nearest neighbors. After the natural lattice normalization, the critical effective temperature has the universal value 8π8\pi. For the ordinary nearest-neighbor Villain and XY models at sufficiently low fixed temperatures, we also prove that their Green-function-normalized spin fields converge to the imaginary exponential of a Dirichlet Gaussian free field.

Cite (BibTeX)
@misc{OAI:BKT-universality-for-height-and-planar-spin-fields-September-24-2026,
  author = {{OpenAI}},
  title = {{BKT universality for height and planar spin fields}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/BKT-universality-for-height-and-planar-spin-fields-September-24-2026/paper.pdf}{OAI:BKT-universality-for-height-and-planar-spin-fields-September-24-2026}},
  year = {2026}
}

Data from github.com/openai/math at commit adc7f12, committed October 6, 2026 at 21:58 UTC, last checked for changes about 9 hours ago. Titles, subjects, summaries, abstracts and Lean notes are OpenAI's; page counts are read from the PDFs. The map, related results, search, kinds of results and the named-problem index are Emergent Mind's, built with text embeddings and an LLM, and may contain errors.

An Emergent Mind Labs project. Emergent Mind is not affiliated with OpenAI. None of these results has been peer reviewed. Cite the manuscripts themselves, using the BibTeX on each result's page.