Latest

Probability and statistical mechanics

The three-quarter exponent for honeycomb self-avoiding walk

OpenAI research collection · 13 manuscripts · Source checked 2026-10-19

OpenAI's result summary

Proves the diameter form of Nienhuis's predicted three-quarter exponent: a uniformly chosen n-step self-avoiding walk on the honeycomb lattice has diameter n^{3/4+o(1)}. Its local mass and covering numbers have exponent 4/3. These estimates hold at every sufficiently large fixed length, simultaneously across scales, with arbitrarily high polynomial probability.

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

Radial transfer estimates and polygon length laws for honeycomb walks

We prove critical diameter-tail exponents −2 for unrooted honeycomb polygons and −2/3 for length-weighted polygons, together with a truncated second-length-moment bound of exponent 2/3. Consequently, polygons conditioned to have length at least n have diameter n^{3/4+o(1)} in probability under either weight.

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

MANUSCRIPT 02

Critical honeycomb chords with prescribed boundary endpoints

Critical self-avoiding walks between prescribed, macroscopically separated boundary ports of a regular honeycomb hexagon have length R^{4/3+o(1)} in probability, where R is the scale of the hexagon. We prove the corresponding statements for half-plane arches, parallel cuts and nonparallel pure cuts. The half-plane law also has…

Full source abstract

Critical self-avoiding walks between prescribed, macroscopically separated boundary ports of a regular honeycomb hexagon have length R^{4/3+o(1)} in probability, where R is the scale of the hexagon. We prove the corresponding statements for half-plane arches, parallel cuts and nonparallel pure cuts. The half-plane law also has mean length R^{4/3+o(1)}. A separate strip argument gives endpoint mean laws on one density-one set of heights and in an aligned, critically weighted mixture of all even heights in a macroscopic interval.

This PDF is listed in OpenAI's formalization catalogue. See the scope and dependencies before interpreting coverage.

MANUSCRIPT 03

Cylinder loop weights and planar nesting

We determine the growth exponent, at every fixed positive loop fugacity, of the critical honeycomb partition function for disjoint polygons separating two prescribed markers on a balanced cylinder. At fugacity two the cylinder exponent is 1/6; the corresponding planar nesting exponent and middle-strip nesting exponent are 1/12.

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

MANUSCRIPT 04

Mass and covering exponents for fixed-length honeycomb walks

For uniform self-avoiding walks of every sufficiently large integer length on the honeycomb lattice, we prove diameter exponent 3/4 and simultaneous local-mass and covering exponent 4/3, with arbitrary positive exponent slack and arbitrary polynomial failure probability.

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

MANUSCRIPT 05

Signed cylinder propagation and marked polygons on the honeycomb lattice

At the critical activity and loop fugacity two, we prove a 1/6 partition exponent for disjoint honeycomb polygons separating opposite marks on a balanced infinite cylinder, and a 1/12 planar nesting exponent. For ordered first-exit chords in a regular hexagon of side R, with both boundary ports summed and diameter at least…

Full source abstract

At the critical activity and loop fugacity two, we prove a 1/6 partition exponent for disjoint honeycomb polygons separating opposite marks on a balanced infinite cylinder, and a 1/12 planar nesting exponent. For ordered first-exit chords in a regular hexagon of side R, with both boundary ports summed and diameter at least R/10, the finite critical partition is R^{3/4+o(1)} and the normalized mean length is R^{4/3+o(1)}. A separate two-bond estimate on tilted cylinders with controlled site proportions bounds the length-square mass of planar polygons of diameter at most H, modulo translations, by H^{2/3+o(1)}.

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

MANUSCRIPT 06

Cylinder amplitudes and logarithmic bridge-length windows on the honeycomb lattice

We prove a logarithmic window of critical honeycomb bridge lengths: summed through height 2h(log h)^{1/64}, bridges of lengths between h^{4/3}(log h)^{-1/8} and 2h^{4/3}(log h)^{1/2} have mass at least h^{3/4}(log h)^{-C}.

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

MANUSCRIPT 07

Marked polygon correlations and one-arc bounds

At the critical honeycomb vertex activity, the squared-length mass of simple polygons of diameter at most H, counted modulo translations, is at most H^{2/3+o(1)}. We also prove a quantitative two-mark cylinder estimate and a polynomial one-arc bound uniform even for arbitrarily unequal marked intervals.

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

MANUSCRIPT 08

Disk transfer representations and confined bridge mass

We prove that critical honeycomb bridges crossing a strip of width R have mean length R^{4/3+o(1)}, with the same exponent after confinement to a fixed multiple of the strip width. The initial boundary port is fixed, the terminal port is summed, and all finite lengths receive their critical weights. The bridge mass is…

Full source abstract

We prove that critical honeycomb bridges crossing a strip of width R have mean length R^{4/3+o(1)}, with the same exponent after confinement to a fixed multiple of the strip width. The initial boundary port is fixed, the terminal port is summed, and all finite lengths receive their critical weights. The bridge mass is comparable to R^(−1/4); the half-plane arch kernel at endpoint separation m is comparable to m^(−5/4).

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

MANUSCRIPT 09

Polynomial vacuum representations and bridge mass for honeycomb walks

We prove that, under the all-length critical measure, a honeycomb bridge crossing a strip of h layers, with its initial port fixed and its terminal port free, has mean length h^{4/3+o(1)}. We also obtain central visit probability R^{-2/3+o(1)} and mean length R^{4/3+o(1)} for macroscopic free-boundary chords in a regular…

Full source abstract

We prove that, under the all-length critical measure, a honeycomb bridge crossing a strip of h layers, with its initial port fixed and its terminal port free, has mean length h^{4/3+o(1)}. We also obtain central visit probability R^{-2/3+o(1)} and mean length R^{4/3+o(1)} for macroscopic free-boundary chords in a regular hexagon.

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

MANUSCRIPT 10

Renewal and changes of law for critical honeycomb walks

For critical honeycomb self-avoiding walk, we prove spatial exponent 3/4 for the infinite irreducible-bridge law and for bridges of every sufficiently large compatible even length. We establish the corresponding thermal laws at every large discount scale, including all positive length and spatial moments. For unrestricted…

Full source abstract

For critical honeycomb self-avoiding walk, we prove spatial exponent 3/4 for the infinite irreducible-bridge law and for bridges of every sufficiently large compatible even length. We establish the corresponding thermal laws at every large discount scale, including all positive length and spatial moments. For unrestricted uniform walks, the endpoint lower law holds on a common set of lengths of natural density one. We also determine the near-critical exponential correlation scale and small-force free-energy exponent, and prove spatial local lower bounds that permit conditioning on a prescribed terminal vertex.

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

MANUSCRIPT 11

Critical strip-crossing mass on the honeycomb lattice

At the critical weight of the regular honeycomb lattice, the total weight of self-avoiding paths crossing a strip of height N is comparable to N^(−1/4). The first horizontal-displacement moment of return paths is comparable to N^(3/4).

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

MANUSCRIPT 12

Uniform marked-polygon estimates and sharp finite bridge moments

We prove a uniform bound for critical honeycomb polygons through two axial marks on a periodic staircase. The bound retains an explicit power of the ratio between the period and the marked separation. We also prove sharp finite strip estimates: bridge mass of order h^(−1/4), first-length mass at most Ch^{13/12}, and mass at…

Full source abstract

We prove a uniform bound for critical honeycomb polygons through two axial marks on a periodic staircase. The bound retains an explicit power of the ratio between the period and the marked separation. We also prove sharp finite strip estimates: bridge mass of order h^(−1/4), first-length mass at most Ch^{13/12}, and mass at least ch^{-1/4} on bridges with length at least ch^{4/3}.

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

MANUSCRIPT 13

Cap-selected amplitudes and triangle chords for honeycomb walks

At the critical honeycomb fugacity, self-avoiding port-to-port chords in an equilateral lattice triangle of side R, summed over both boundary endpoints and restricted to diameter at least R/100, have partition sum comparable to R^(3/4) and mean length R^{4/3+o(1)}. We also determine the amplitude selected by two vacuum caps on…

Full source abstract

At the critical honeycomb fugacity, self-avoiding port-to-port chords in an equilateral lattice triangle of side R, summed over both boundary endpoints and restricted to diameter at least R/100, have partition sum comparable to R^(3/4) and mean length R^{4/3+o(1)}. We also determine the amplitude selected by two vacuum caps on a cylinder of circumference N and prove that it grows as N^{1/6+o(1)}.

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 ↗