Latest

Probability and statistical mechanics

Critical and near-critical XY scaling and BKT universality

OpenAI research collection · 6 manuscripts · Source checked 2026-10-19

OpenAI's result summary

For the square-lattice nearest-neighbor cosine XY model, proves critical axis correlations C_{\beta_c}(r)\sim Ar^{-1/4}(log r)^{1/8} and the Berezinskii–Kosterlitz–Thouless essential singularity \sqrt{\beta_c-β}log\xi(β)→ B, with A,B> 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.

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

The critical logarithmic correction for the planar XY model

We prove the critical logarithmic correction for the nearest-neighbor cosine XY model on the square lattice. Let 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…

Full source abstract

We prove the critical logarithmic correction for the nearest-neighbor cosine XY model on the square lattice. Let 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 \displaystyle C_{b_c}(r)=B_{XY}r^{-1/4}(log r)^{1/8}(1+o(1)), B_{XY}∈(0,∞), as r→∞.

This exact PDF is not listed in the imported formalization catalogue. Family scope notes may contain further information.

MANUSCRIPT 02

Critical Center Magnetization in the Planar XY Model

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→∞, the magnetization is A_{XY}n^{-1/8}(log n)^{1/16}(1+o(1)), where A_{XY}…

Full source abstract

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→∞, the magnetization is A_{XY}n^{-1/8}(log n)^{1/16}(1+o(1)), where A_{XY} is a finite, strictly positive model-specific constant.

This exact PDF is not listed in the imported formalization catalogue. Family scope notes may contain further information.

MANUSCRIPT 03

The Critical Spin Field of the Planar XY Model

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…

Full source abstract

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/π. The normalization uses the exact center magnetization and the lattice Green-function factor. Convergence holds in law in H^{-3}_{loc}((-1,1)^2); all mixed moments and joint laws of fields smeared against smooth compactly supported test functions in (-1,1)^2 converge as well.

This exact PDF is not listed in the imported formalization catalogue. Family scope notes may contain further information.

MANUSCRIPT 04

Essential Singularity of the Correlation Length in the Planar XY Model

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) 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…

Full source abstract

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) 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 b_(c) from the massive side, \displaystyle \sqrt{b_c-b}log\frac{1}{m(b)} \longrightarrow A_{XY}, where A_{XY} is a finite, strictly positive model-specific constant.

This exact PDF is not listed in the imported formalization catalogue. Family scope notes may contain further information.

MANUSCRIPT 05

The critical correlation exponent of the planar XY model

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)}. The infinite-volume limit through free…

Full source abstract

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)}. The infinite-volume limit through free square boxes is taken before the separation limit.

This exact PDF is not listed in the imported formalization catalogue. Family scope notes may contain further information.

MANUSCRIPT 06

BKT universality for height and planar spin fields

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…

Full source abstract

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 8π. 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.

This exact PDF is not listed in the imported formalization catalogue. Family scope notes may contain further information.

One signal in the wider AGI picture

New mathematical reasoning could help AI tackle harder scientific and computational problems. How reliably these skills transfer beyond mathematics will determine how much they contribute to general intelligence.

Explore the AGI Clock ↗