Conformal universality for weakly interacting and random-bond Ising models
OpenAI research collection · 6 manuscripts · Source checked 2026-10-19
OpenAI's result summary
Weak finite-range square-symmetric even multispin perturbations of the square-lattice Ising model preserve critical bulk spin and energy limits; weak square-symmetric contour interactions also yield chordal SLE_(3) interface limits. With sufficiently weak iid bond disorder of any fixed bounded nondegenerate mean-zero law, critical spin interfaces converge to the same law in probability over environments.
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MANUSCRIPT 01
Quenched SLE₃ limits for general weak random-bond Ising models
For the planar Ising model with bonds J_e=1+ε\xi_e, where the ξ_(e) have any fixed bounded, nondegenerate, mean-zero iid law, we prove quenched chordal SLE_(3) convergence for sufficiently small ε > 0. The temperature is the spontaneous-magnetization threshold. Convergence holds in probability over environments for the full…
Full source abstract
For the planar Ising model with bonds J_e=1+ε\xi_e, where the ξ_(e) have any fixed bounded, nondegenerate, mean-zero iid law, we prove quenched chordal SLE_(3) convergence for sufficiently small ε > 0. The temperature is the spontaneous-magnetization threshold. Convergence holds in probability over environments for the full oriented curve law in deterministic Jordan-domain approximations.
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Quenched SLE₃ Universality for the Weak Random-Bond Ising Model
We prove quenched chordal SLE_(3) convergence for the planar Ising model with sufficiently weak independent symmetric two-valued ferromagnetic bonds. The temperature is the critical point defined by spontaneous magnetization. Convergence holds in probability over environments for the full oriented curve law in deterministic…
Full source abstract
We prove quenched chordal SLE_(3) convergence for the planar Ising model with sufficiently weak independent symmetric two-valued ferromagnetic bonds. The temperature is the critical point defined by spontaneous magnetization. Convergence holds in probability over environments for the full oriented curve law in deterministic Jordan-domain approximations.
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Logarithmic Relative Fluctuations in the Weakly Disordered Planar Ising Model
Assuming the stated deterministic critical-reference estimates, we prove that the relative second moment of the quenched critical spin correlation in the square-lattice Ising model with independent fair bonds 1\pmε grows as (log r)^{1/4+o(1)} for each sufficiently small fixed ε > 0. The correlation is evaluated at the physical…
Full source abstract
Assuming the stated deterministic critical-reference estimates, we prove that the relative second moment of the quenched critical spin correlation in the square-lattice Ising model with independent fair bonds 1\pmε grows as (log r)^{1/4+o(1)} for each sufficiently small fixed ε > 0. The correlation is evaluated at the physical critical temperature, with the thermodynamic limit taken before the disorder moments and the large-distance limit.
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Conformal universality of bulk Ising correlations under weak interactions
We prove conformal universality of mixed bulk spin and energy correlations for the square-lattice Ising model with sufficiently small, square-symmetric, finite-range even multispin perturbations of either sign. One critical-temperature branch and two field normalizations apply in every bounded simply connected C^(2) Jordan…
Full source abstract
We prove conformal universality of mixed bulk spin and energy correlations for the square-lattice Ising model with sufficiently small, square-symmetric, finite-range even multispin perturbations of either sign. One critical-temperature branch and two field normalizations apply in every bounded simply connected C^(2) Jordan domain with free, plus, or minus boundary conditions, and in the periodic thermodynamic plane state. Energies are centered in their actual states.
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SLE3 universality for weak finite-range Ising interactions
We prove that every sufficiently small, square-symmetric finite-range perturbation of the planar Ising contour energy has a domain-independent inverse temperature at which its spin interface converges to chordal SLE_(3). The result allows interactions of either sign, arbitrary admissible exterior contours, and uniformly…
Full source abstract
We prove that every sufficiently small, square-symmetric finite-range perturbation of the planar Ising contour energy has a domain-independent inverse temperature at which its spin interface converges to chordal SLE_(3). The result allows interactions of either sign, arbitrary admissible exterior contours, and uniformly approximated Jordan domains. Convergence holds for the full oriented curve law in uniform distance modulo increasing reparametrization.
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Buffered comparison and stopping-band resolution in critical Ising
We prove pointwise comparison and finite stopping-band approximation theorems for the critical nearest-neighbor Ising model on the square lattice. Arbitrary common pinned spins are allowed in the comparison: the likelihood ratio is controlled by a zero-field FK connection probability on the graph with those vertices deleted.…
Full source abstract
We prove pointwise comparison and finite stopping-band approximation theorems for the critical nearest-neighbor Ising model on the square lattice. Arbitrary common pinned spins are allowed in the comparison: the likelihood ratio is controlled by a zero-field FK connection probability on the graph with those vertices deleted. For an interface exploration across a band of fixed positive width, finitely many regular signed barriers approximate every good conditional target law in total variation, uniformly over bounded observables and sufficiently fine meshes.
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