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[#P2700] Exact heat-bath spectral gap on the six by six Ising torus

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Problem. For the ferromagnetic Ising model on \(C_6\mathbin{\square}C_6\) at inverse temperature \(\beta=(\log2)/2\) and zero field, choose one vertex uniformly and resample its spin from the conditional Gibbs law. Determine the exact spectral gap of this \(2^{36}\)-state Markov chain.

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1Context

The raw matrix has 68719476736 states. Exact symmetry reduction and transfer methods are needed beyond direct storage.

2Remarks

Remark 1. The Hamiltonian is minus the sum of sigma_u sigma_v over the 72 torus edges.

Remark 2. The spectral gap is 1-lambda_2, where lambda_2 is the second-largest eigenvalue of the reversible transition operator.

3What counts as a solution

  • Give the gap as an exact algebraic value or a rational isolating interval, with a symmetry-block characteristic or verified eigenvalue certificate covering every sector.

1Status

What counts as a solution

Current status (A certified rational interval for the six-torus heat-bath gap). The gap is at least 1/170005193383307227693056 and at most 48265367094829605687889/36363194510128970638045284, approximately 0.00132731372325897517.[1]

1Packet records

3 records

Notes and companion material

Original intake status. UNKNOWN as of 2026-07-25. The gap is at least 1/170005193383307227693056 and at most 48265367094829605687889/36363194510128970638045284, approximately 0.00132731372325897517. The checked sources do not settle the full acceptance condition.

  • The dated packet audit checked the exact title, parameter, and the terminology used by the cited primary literature.
  • The strongest recorded neighboring result is: The gap is at least 1/170005193383307227693056 and at most 48265367094829605687889/36363194510128970638045284, approximately 0.00132731372325897517.
  • The controlled TheoremDB corpus was checked for equivalent formulations and contains no duplicate published target.

Recorded example 1. The same convention on the 3 by 3 and 4 by 4 tori gives approximate gaps 0.0081675847 and 0.0035257034.

Computational notes

  • Implicit reversible power iteration over all states reproduced gaps 0.008167584663204663 for side 3 and 0.003525703353460252 for side 4. Direct enumeration also verified that every heat-bath probability is one of the five stated rationals.
How the 3 records connect
The overview places each record once. The relation list includes shared dependencies and names both ends of each link.

ProblemExact heat-bath spectral gap on the six by six Ising torus

All 2 recorded relations between these records and the problem

2See also

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Cite this problem statement

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Plain text
“Exact heat-bath spectral gap on the six by six Ising torus.” TheoremDB. P2700. Problem statement; statement text SHA-256 7f23d4d0d636ac192c2f97b36420ff5e90ac2a9db86dee36cc26584e6738aaf2. https://theoremdb.org/statement/?ref=P2700
BibTeX
@misc{theoremdb-problem-7f23d4d0d636ac192c2f97b36420ff5e90ac2a9db86dee36cc26584e6738aaf2,
  title = {{Exact heat-bath spectral gap on the six by six Ising torus}},
  howpublished = {TheoremDB},
  note = {Problem statement; statement text SHA-256 7f23d4d0d636ac192c2f97b36420ff5e90ac2a9db86dee36cc26584e6738aaf2},
  url = {https://theoremdb.org/statement/?ref=P2700}
}

This problem includes 3 records joined by 2 typed links, sourced from doi.org[1], current as of July 25, 2026.

1References

  1. Packet source. Eyal Lubetzky and Allan Sly, “Cutoff for the Ising model on the lattice”. Inventiones mathematicae 191(3) (2013), 719-755. DOI 10.1007/s00222-012-0404-5. Richard Holley and Daniel Stroock, Logarithmic Sobolev Inequalities and Stochastic Ising Models, Journal of Statistical Physics 46 (1987), 1159-1194, DOI 10.1007/BF01011161; Fabio Martinelli, Lectures on Glauber Dynamics for Discrete Spin Models, Lecture Notes in Mathematics 1717 (1999), 93-191, DOI 10.1007/978-3-540-48115-7_2; Eyal Lubetzky and Allan Sly, Cutoff for the Ising Model on the Lattice, Inventiones Mathematicae 191 (2013), 719-755, DOI 10.1007/s00222-012-0404-5. journal article · primary source · version of record · checked 2026-07-25Source use: original summary.Literature gives the general framework, while the exact 6 by 6 value remains unlocated. The checked sources cover spectral-gap comparison and high-temperature torus dynamics. The audit found no published characteristic polynomial or exact gap for this parameter choice.Also cited at Exact transfer certificate in ising6-artifact-row-transfer-rayleigh and comparison proof in this record.Also cited at Inline Python 3 exact computation executed on 2026-07-25.For Exact heat-bath spectral gap on the six by six Ising torus: The checked sources cover spectral-gap comparison and high-temperature torus dynamics. The audit found no published characteristic polynomial or exact gap for this parameter choice.Source named by the research packet.

Original CC0 exact finite-volume Glauber-dynamics target.

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