A 2018 paper by M. N. Najafi introduced 'geometric' couplings of two-dimensional critical models, in which a dynamical critical system is defined on a quenched host lattice whose site-occupation pattern is itself critical, and found empirically that the central charges combine in a simple way (−2⊕0≡12-2\oplus 0\equiv\frac{1}{2}, −2⊕12≡0~-2\oplus\frac{1}{2}\equiv\tilde 0, where 0~\tilde 0 is the self-avoiding-walk class). One elementary coupling was left explicitly open: 12⊗0\frac{1}{2}\otimes 0, the Ising model on an uncorrelated critical site-percolation lattice at occupation p=pcp=p_c, for which no determination of the emergent universality class (central charge, SLE diffusivity, conformal field theory) exists. The thermal side of the question is now settled — the coupled critical point is the zero-temperature endpoint (pc,0)(p_c,0) of the random site-diluted Ising model's transition line, with Tc(pc)=0T_c(p_c)=0 and a marginal (logarithmic) thermal sector — while the fixed-point identification of that endpoint in the geometric/conformal sense remains open.

Background

In two dimensions, a statistical-mechanical model at a continuous phase transition becomes scale invariant and, in the scaling limit, conformally invariant: it is described by a two-dimensional conformal field theory (CFT), characterized in part by its central charge cc, a number measuring the effective number of critical degrees of freedom. The unitary minimal models form a discrete series — c=12c=\frac{1}{2} for the Ising model, c=710c=\frac{7}{10} for the tricritical Ising model, and so on — each describing one universality class. Some critical systems need non-unitary CFTs whose stress-energy tensor acts non-diagonalizably, so correlation functions can contain logarithms ('logarithmic CFTs', LCFTs): critical percolation has c=0c=0 with such structure, and the Abelian/Bak–Tang–Wiesenfeld (BTW) sandpile has c=−2c=-2. A complementary, purely geometric characterization of two-dimensional criticality is Schramm–Loewner evolution (SLE): the scaling limit of a critical lattice interface is a random curve SLEκ\mathrm{SLE}_\kappa characterized by a single diffusivity κ\kappa, in correspondence with the central charge of the associated CFT (Ising domain walls have κ=3\kappa=3 with c=12c=\frac{1}{2}; percolation hulls have κ=6\kappa=6 with c=0c=0; self-avoiding walks have κ=8/3\kappa=8/3 with the c=0~c=\tilde 0 logarithmic structure).

A separate question is what happens when two different critical models are coupled. Najafi (J. Phys. A 51 (2018) 175001) studied geometric couplings c1⊕c2c_1\oplus c_2: a dynamical critical model is placed on a quenched dilute lattice whose occupation pattern is itself a critical model. Taking the BTW sandpile (c=−2c=-2) as the dynamical model on (i) an uncorrelated critical site-percolation lattice (c=0c=0) and (ii) an Ising-correlated percolation lattice (c=12c=\frac{1}{2}), SLE tests of the avalanche frontiers gave −2⊕0≡12-2\oplus 0\equiv\frac{1}{2} (Ising class) and −2⊕12≡0~-2\oplus\frac{1}{2}\equiv\tilde 0 (self-avoiding-walk class), suggesting a closed 'algebra' of central charges under this coupling. The standard analytic tool for such questions — perturbing the ultraviolet CFT by a scaling field and following the renormalization-group flow via the c-theorem (which says the central charge decreases monotonically along such flows) — requires control of the operator content and perturbing operators, which is lacking for LCFTs such as c=−2c=-2 and c=0c=0; the paper therefore seeks a more direct method for finding the presumable emergent CFT of such couplings.

The one elementary coupling left open in that paper is 12⊗0\frac{1}{2}\otimes 0: Ising spins on an uncorrelated, quenched critical site-percolation lattice at occupation p=pcp=p_c (the percolation threshold; pc≃0.5927p_c\simeq 0.5927 on the square lattice). This is the random site-diluted Ising model (RSIM) at the percolation threshold. For p>pcp>p_c its ferromagnetic transition line Tc(p)T_c(p) stays in the pure Ising class, quenched dilution being marginally irrelevant in two dimensions and producing only universal logarithmic corrections; classical scaling arguments and recent numerics establish Tc(pc)=0T_c(p_c)=0 — the critical percolation cluster sits at the lower critical (spectral) dimension for discrete-symmetry ordering — with the line approaching the endpoint logarithmically, Tc(p)∼−2/log⁡[α(p−pc)]T_c(p)\sim -2/\log[\alpha(p-p_c)] and crossover exponent ϕ=1\phi=1. The coupled critical point of 12⊗0\frac{1}{2}\otimes 0 is therefore the zero-temperature endpoint (pc,0)(p_c,0) of the RSIM phase boundary. What is not known is the fixed point of this endpoint in the geometric/CFT sense: whether its interface ensemble and spin sector are described by a known (minimal-model or logarithmic) CFT — percolation itself being the natural candidate for the geometric sector — or by a distinct universality class; no determination of its central charge or SLE diffusivity exists.

Problem Statement

Determine the emergent fixed point — the universality class — of the geometric coupling 12⊗0\frac{1}{2}\otimes 0: the two-dimensional Ising model defined on an uncorrelated, quenched critical site-percolation lattice at the percolation threshold p=pcp=p_c (equivalently, the random site-diluted Ising model at its percolation endpoint, now known to be the zero-temperature point (pc,0)(p_c,0) of the dilute-Ising transition line). The problem, posed explicitly by Najafi (J. Phys. A 51 (2018) 175001), has two mandatory parts, both of which must be supplied: (i) decide whether this coupled system is described by a known conformal field theory — a minimal model, or the c=0c=0 percolation/logarithmic theory — or constitutes a distinct universality class; and (ii) determine its characterizing data — the central charge cc of the coupled system as a whole, covering both its geometric/interface and its spin sectors, and the SLE diffusivity κ\kappa of its domain-wall/interface ensemble. Neither part alone resolves the problem.

References

  1. M. N. Najafi, Coupling of c=−2c=-2 and c=12c=\frac{1}{2} and c=0c=0 conformal field theories: The geometrical point of view, J. Phys. A: Math. Theor. 51 (2018) 175001. DOI: 10.1088/1751-8121/aab854; arXiv:1801.08978. https://arxiv.org/abs/1801.08978
  2. M. N. Najafi, Monte Carlo study of the Ising ferromagnet on the site-diluted triangular lattice, Phys. Lett. A 380 (2016) 370–376. DOI: 10.1016/j.physleta.2015.11.014. https://doi.org/10.1016/j.physleta.2015.11.014
  3. J. Cheraghalizadeh and M. N. Najafi, Ising ferromagnets in Ising-percolation square lattices, an example of Ising-Ising coupling, Phys. Rev. E 98 (2018) 052136. DOI: 10.1103/PhysRevE.98.052136. https://doi.org/10.1103/PhysRevE.98.052136
  4. P. A. Belov, A. A. Nazarov and A. O. Sorokin, Determination of the conformal-field-theory central charge by the Wang-Landau algorithm, Phys. Rev. E 95 (2017) 063308. DOI: 10.1103/PhysRevE.95.063308; arXiv:1612.06374. https://arxiv.org/abs/1612.06374
  5. P. A. Belov, A. A. Nazarov and A. O. Sorokin, Numerical determination of the CFT central charge in the site-diluted Ising model, J. Phys.: Conf. Ser. 929 (2017) 012037. DOI: 10.1088/1742-6596/929/1/012037; arXiv:1611.09750. https://arxiv.org/abs/1611.09750
  6. R. Ben Alì Zinati, G. Gori and A. Codello, The phase boundary of the random site Ising model, arXiv:2603.21303 (2026). https://arxiv.org/abs/2603.21303
  7. A. Coniglio, Thermal phase transition of the dilute ss-state Potts and nn-vector models at the percolation threshold, Phys. Rev. Lett. 46 (1981) 250–253. DOI: 10.1103/PhysRevLett.46.250. https://doi.org/10.1103/PhysRevLett.46.250
  8. R. Burioni, D. Cassi, F. Corberi and A. Vezzani, Aging dynamics and the topology of inhomogenous networks, Phys. Rev. Lett. 96 (2006) 235701. DOI: 10.1103/PhysRevLett.96.235701; arXiv:cond-mat/0606367. https://arxiv.org/abs/cond-mat/0606367
  9. M. N. Najafi, S. Tizdast and J. Cheraghalizadeh, Some properties of sandpile models as prototype of self-organized critical systems, Phys. Scr. 96 (2021) 112001. DOI: 10.1088/1402-4896/abfb20; arXiv:2009.08160. https://arxiv.org/abs/2009.08160