Low-temperature SK fluctuation normalization benchmark

Family 217: The low-temperature Sherrington–Kirkpatrick fluctuation law. First application triage, 9 October 2026 Australia/Brisbane.

Problem and potential new use

Spin-glass researchers can compare partition-function samples with the n-to-one-sixth fluctuation scale at fixed beta greater than one.

Applicability and commercial boundary

Exact centering and a characterized limiting law do not give a finite-n distribution or an efficient partition-function computation.

Initial business decision

Research infrastructure. Buyer budget, commercial novelty and profitability are unvalidated.

Next verification action

Inspect effective moments and centering cost before implementing calibration.

Evidence scope

The catalog statement was individually reviewed. This record does not imply a manuscript proof review or formal-scope comparison. No independent Lean check was run. Source revision fd4aeeb2ee4fc729c18d98444fed42fd0529eeeb. See source metadata.

Main source

The low-temperature Sherrington–Kirkpatrick free-energy limiting law.