Deng, Guo, Heringa, Blöte and Nienhuis (Nucl. Phys. B 827 (2010) 406) showed numerically that the self-dual generalizations of the Baxter-Wu model -- with unequal couplings K1≠K2K_1\neq K_2 on the up and down triangles of the triangular lattice, or with q>2q>2 spin states coupled by three-spin interactions -- undergo first-order transitions on their exactly known self-dual lines, and placed them in the Potts renormalization flow diagram by inference. The placement rests on two undischarged steps: the marginal scaling field vv is only 'expected' to scale as (K1−K2)2(K_1-K_2)^2 by symmetry, and the nonzero fugacity of the e=4e=4 Coulomb-gas electric charges for q>2q>2 is only inferred ('apparently') from the observed discontinuous transitions. The open problem is the corresponding controlled analytic characterization: a microscopic derivation of v(K1−K2)v(K_1-K_2) near the four-state Potts fixed point, a quantitative computation of the qq-dependent electric-charge fugacity, and the consequent derived flow placement and phase-boundary structure near the self-dual line, from which the growth of the first-order strength (latent heat) with qq and asymmetry follows as a consequence. A 2017 continuation by two of the authors determined ∣v∣≈0.38 ΔK2|v|\approx 0.38\,\Delta K^2 numerically but not microscopically; the q>2q>2 sector has remained untouched since 2010.

Background

The Baxter-Wu model (Baxter and Wu, 1973) is an exactly solved two-dimensional lattice model: Ising spins on a triangular lattice coupled by three-spin interactions on every elementary triangle, with reduced Hamiltonian βH=−K∑△sisjsk\beta H=-K\sum_{\triangle}s_i s_j s_k. Its critical behavior lies in the universality class of the two-dimensional four-state Potts model, yet its leading singularities carry no logarithmic correction factors. The accepted explanation uses the renormalization-group solution of the Potts model by Nienhuis, Berker, Riedel and Schick (1979): in the plane parametrized by the number of Potts states qPottsq_{\mathrm{Potts}} and a vacancy fugacity vv (a temperature-like variable of the equivalent dilute random-cluster model), a line of fixed points has an attractive branch describing critical models and a repulsive branch describing tricritical ones; the branches meet at qPotts=4q_{\mathrm{Potts}}=4, where the scaling field vv becomes marginal -- marginally irrelevant on one side, producing the Potts logarithmic corrections, and marginally relevant on the other, driving the flow to a discontinuity fixed point describing a first-order transition. The Baxter-Wu model sits exactly at the marginal point v=0v=0 -- the Baxter-Wu point (q=2q=2 spin states) is the four-state-Potts marginal point qPotts=4q_{\mathrm{Potts}}=4 of this flow plane -- which is why it shows pure power-law criticality. In the Coulomb-gas representation of two-dimensional criticality, in which critical lattice models are described as a Gaussian free-boson theory decorated by mutually interacting electric and magnetic charges, the marginal temperature field translates into the fugacity (activity) of electric charges of charge e=4e=4; at the Baxter-Wu point these charges are absent. In the normalization used by Blöte, Guo and Nightingale (2017) for the numerical benchmark of the marginal field, vv is set to zero at the four-state Potts fixed point and the scaling field coupled to vv is normalized so that its two-point correlation decays as r−4r^{-4} at that fixed point; in this convention v<0v<0 is marginally irrelevant and v>0v>0 is marginally relevant at qPotts=4q_{\mathrm{Potts}}=4.

Deng, Guo, Heringa, Blöte and Nienhuis (2010) studied two self-dual generalizations of the Baxter-Wu model. (Self-duality is a transformation, analogous to the Kramers-Wannier duality of the two-dimensional Ising model, that exchanges the ordered and disordered descriptions of the same model; on the self-dual manifold, which the generalizations map onto themselves, a phase transition is expected to lie.) The first generalization assigns different couplings K1K_1 and K2K_2 to the up-pointing and down-pointing triangles; for q=2q=2 its self-dual line is sinh⁡(2K1)sinh⁡(2K2)=1\sinh(2K_1)\sinh(2K_2)=1. The second replaces Ising spins by qq-state spins σi∈Zq\sigma_i\in\mathbb{Z}_q with three-spin interactions δq(σi+σj+σk)\delta_q(\sigma_i+\sigma_j+\sigma_k) (with δq(x)=1\delta_q(x)=1 for x≡0 mod qx\equiv 0 \bmod q and 00 otherwise); for q>2q>2 the full permutation symmetry of the Potts model is broken to Zq⊗Zq⊗Z2⊗S3\mathbb{Z}_q\otimes\mathbb{Z}_q\otimes\mathbb{Z}_2\otimes S_3, and for q=3q=3 the model coincides with the three-spin clock model earlier studied by Alcaraz, Cardy and Ostlund (1983). Using transfer matrices (a method that computes the partition function of a cylinder of circumference LL exactly, here up to L≤18L\le 18 for q=3q=3 and L≤12L\le 12 for q=4q=4) and Monte Carlo simulations, they established that transitions occur on the self-dual line and are first order for K1≠K2K_1\neq K_2 (extremely weakly for small asymmetry -- even at K1/K2=5K_1/K_2=5 the hysteresis loop is very narrow) and for q=3q=3 and q=4q=4.

Crucially, the placement of these models in the (qPotts,v)(q_{\mathrm{Potts}},v) flow diagram was inferred rather than derived. The dependence of the marginal field vv on the asymmetry K1−K2K_1-K_2 was argued only by symmetry -- since vv cannot depend linearly on K1−K2K_1-K_2 under the K1↔K2K_1\leftrightarrow K_2 interchange, one 'expects' a contribution proportional to (K1−K2)2(K_1-K_2)^2 -- and the nonzero fugacity of the e=4e=4 electric charges for q>2q>2 was inferred ('apparently') from the observed discontinuous transitions, since the marginal charges at q=2q=2 are expected to become relevant as the Coulomb-gas coupling grows with qq. The strength of the first-order character (e.g. the latent heat, the energy discontinuity at the transition) is expected to grow with qq and with asymmetry, but no quantitative scaling was established.

Problem Statement

Replace the numerically inferred renormalization-group placement of the self-dual generalized Baxter-Wu models by a controlled analytic characterization. Concretely: (1) derive microscopically the marginal scaling field vv of the Nienhuis-Berker-Riedel-Schick flow diagram as a function of the coupling asymmetry K1−K2K_1-K_2 near the four-state Potts fixed point -- establishing the lowest-order dependence v∝(K1−K2)2v\propto(K_1-K_2)^2 (presently only argued by the K1↔K2K_1\leftrightarrow K_2 symmetry) and its amplitude (presently only fitted numerically, ∣v∣≈0.38 ΔK2|v|\approx 0.38\,\Delta K^2 with ΔK=(K1−K2)/2\Delta K=(K_1-K_2)/2, in the normalization of Blöte, Guo and Nightingale (2017) introduced in the Background); (2) compute quantitatively the fugacity of the e=4e=4 Coulomb-gas electric charges of the qq-state three-spin models as a function of the spin-state count qq (here qq is an integer: the lattice Zq\mathbb{Z}_q models are defined for integer qq, and the existing numerical evidence covers q=3q=3 and q=4q=4), so that their relevance for q>2q>2 and the resulting first-order character of the self-dual transitions follow from first principles rather than from the observed discontinuities; (3) determine, from these derivations, the renormalization flow and the phase-boundary structure near the self-dual line -- how first-order behavior sets in as a function of qq and of asymmetry -- so that the growth of the first-order strength (e.g. the latent heat, the energy discontinuity at the transition) with qq and with K1−K2K_1-K_2 follows as a consequence of the derived flow rather than remaining a qualitative conjecture. These three items jointly serve the one objective of a derived, rather than inferred, renormalization-group characterization. Items (1) and (2) are its mandatory core: item (1) must give the microscopic v(K1−K2)v(K_1-K_2) -- both its lowest-order quadratic form and its amplitude -- and item (2) must determine the charge fugacity quantitatively at integer qq, i.e. its value or its explicit analytic dependence on qq, not merely its sign or qualitative relevance, with values at least at q=3q=3 and q=4q=4 where numerical evidence exists; item (3) is required not as a further independent input but as the consequence that must be derived from (1) and (2), the flow and the resulting phase-boundary structure and first-order-strength behaviour having to follow from the derived vv and fugacity rather than being inferred from the numerics. Any answer must remain consistent with the exactly known self-dual transition locations and with the existing finite-size numerical data (the transfer-matrix and Monte Carlo results of Deng et al. (2010) and Blöte, Guo and Nightingale (2017)).

References

  1. Youjin Deng, Wenan Guo, Jouke R. Heringa, Henk W. J. Blöte, Bernard Nienhuis, Phase transitions in self-dual generalizations of the Baxter-Wu model, Nuclear Physics B 827, 406-425 (2010). DOI: 10.1016/j.nuclphysb.2009.10.014; arXiv:0909.0994. https://arxiv.org/abs/0909.0994
  2. H. W. J. Blöte, Wenan Guo, M. P. Nightingale, Scaling in the vicinity of the four-state Potts fixed point, Journal of Physics A: Mathematical and Theoretical 50, 324001 (2017). DOI: 10.1088/1751-8121/aa7b53; arXiv:1710.06088. https://arxiv.org/abs/1710.06088
  3. R. J. Baxter, F. Y. Wu, Exact solution of an Ising model with three-spin interactions on a triangular lattice, Physical Review Letters 31, 1294-1297 (1973). DOI: 10.1103/PhysRevLett.31.1294. https://doi.org/10.1103/PhysRevLett.31.1294
  4. B. Nienhuis, A. N. Berker, E. K. Riedel, M. Schick, First- and second-order phase transitions in Potts models: renormalization-group solution, Physical Review Letters 43, 737-740 (1979). DOI: 10.1103/PhysRevLett.43.737. https://doi.org/10.1103/PhysRevLett.43.737
  5. F. C. Alcaraz, J. L. Cardy, S. Ostlund, Three-spin models in two dimensions: generalisations of the Baxter-Wu model, Journal of Physics A: Mathematical and General 16, 159-173 (1983). DOI: 10.1088/0305-4470/16/1/024. https://doi.org/10.1088/0305-4470/16/1/024
  6. J. L. Cardy, Logarithmic corrections to finite-size scaling in strips, Journal of Physics A: Mathematical and General 19, L1093-L1098 (1986). DOI: 10.1088/0305-4470/19/17/008. https://doi.org/10.1088/0305-4470/19/17/008
  7. Ye Ling, Yuting Wang, Wenan Guo, Yuhai Liu, Probing the critical behavior of a sign-problematic model with Monte Carlo simulations, Physical Review B 113, 115144 (2026). DOI: 10.1103/ffsy-k96l; arXiv:2511.09356. https://arxiv.org/abs/2511.09356
  8. Yuting Wang, Ye Ling, Haihong Li, Yuhai Liu, Periodicity-driven revision of the phase diagram of the generalized Baxter-Wu model with asymmetric complex couplings, arXiv:2608.14030 (2026, preprint). https://arxiv.org/abs/2608.14030
  9. Alexandros Vasilopoulos, Nikolaos G. Fytas, Erol Vatansever, Anastasios Malakis, Martin Weigel, Universality in the two-dimensional dilute Baxter-Wu model, Physical Review E 105, 054143 (2022). DOI: 10.1103/PhysRevE.105.054143; arXiv:2205.01494. https://arxiv.org/abs/2205.01494
  10. A. R. S. Macêdo, A. Vasilopoulos, M. Akritidis, J. A. Plascak, N. G. Fytas, M. Weigel, Two-dimensional dilute Baxter-Wu model: transition order and universality, Physical Review E 108, 024140 (2023). DOI: 10.1103/PhysRevE.108.024140; arXiv:2304.12379. https://arxiv.org/abs/2304.12379
  11. Dimitrios Mataragkas, Alexandros Vasilopoulos, Dong-Hee Kim, Nikolaos G. Fytas, Crossover and universality breaking in the dilute Baxter-Wu model, Physical Review E 114, 024114 (2026). DOI: 10.1103/gp1c-ns8v; arXiv:2605.13238. https://arxiv.org/abs/2605.13238
  12. Alexandros Vasilopoulos, Michail Akritidis, Nikolaos G. Fytas, Martin Weigel, Cluster percolation and dynamical scaling in the Baxter-Wu model, Physical Review E 113, 014129 (2026). DOI: 10.1103/9425-hxtb; arXiv:2510.15124. https://arxiv.org/abs/2510.15124
  13. Ian Pilé, Lev Shchur, Algorithmic overlaps in the Baxter-Wu model: cluster dynamics under Novotny-Evertz updates, arXiv:2608.01280 (2026, preprint). https://arxiv.org/abs/2608.01280