English

The topological gap at criticality: scaling exponent d + {\eta}, universality, and scope

Statistical Mechanics 2026-04-03 v1 Machine Learning

Abstract

The topological gap Δ=TPH1realTPH1shuf\Delta = TP_{H_1}^{real} - TP_{H_1}^{shuf} -- the excess H1H_1 total persistence of the majority-spin alpha complex over a density-matched null -- encodes critical correlations in spin models. We establish finite-size scaling: Δ(L,T)=ALd+ηG(Lt/Tc)\Delta(L,T) = A L^{d+\eta} G_-(L|t/T_c|), with G(x)(1+x/x0)(1+β/ν)G_-(x) \sim (1+x/x_0)^{-(1+\beta/\nu)}. For 2D Ising, α=2.249±0.038\alpha = 2.249 \pm 0.038, matching d+η=9/4d+\eta = 9/4 to 0.03σ0.03\sigma; the GG_- exponent γ=1.089±0.077\gamma = 1.089 \pm 0.077 is consistent with 1+β/ν=9/81+\beta/\nu = 9/8 (ΔR2<105\Delta R^2 < 10^{-5}). For 2D Potts q=3q=3 with LL up to 1024, α=2.272±0.024\alpha = 2.272 \pm 0.024 (0.2σ0.2\sigma from d+η=2.267d+\eta = 2.267), with two-term corrections to scaling (R2=0.9999R^2 = 0.9999). The GG_- exponent γ=1.114\gamma = 1.114 (68% CI [1.053,1.173][1.053, 1.173]) matches 1+β/ν=17/151+\beta/\nu = 17/15. Scope boundaries: the law fails for 2D Potts q=4q=4 (α=2.347±0.017\alpha = 2.347 \pm 0.017, 9.3σ9.3\sigma from d+η=5/2d+\eta = 5/2) where logarithmic corrections prevent convergence, and for raw 3D Ising (4σ4\sigma from d+ηd+\eta), but density normalization Δ/M1/2\Delta/|M|^{1/2} recovers α=3.06±0.04\alpha = 3.06 \pm 0.04 (0.6σ0.6\sigma). The framework fails for first-order, BKT, and percolation. The criterion: α=d+η\alpha = d+\eta holds when corrections to scaling are algebraic (ω>0\omega > 0) but fails when logarithmic (ω0\omega \to 0).

Keywords

Cite

@article{arxiv.2604.01484,
  title  = {The topological gap at criticality: scaling exponent d + {\eta}, universality, and scope},
  author = {Matthew Loftus},
  journal= {arXiv preprint arXiv:2604.01484},
  year   = {2026}
}

Comments

7 pages, 4 figures, 4 tables