Analyticity of the energy in an Ising spin glass with correlated disorder

被引:3
作者
Nishimori, Hidetoshi [1 ,2 ]
机构
[1] Tokyo Inst Technol, Inst Innovat Res, Yokohama, Kanagawa 2268503, Japan
[2] Tohoku Univ, Grad Sch Informat Sci, Sendai, Miyagi 9808579, Japan
关键词
spin glass; analyticity; gauge invariance; STATISTICAL PHYSICS; MULTICRITICAL POINT; NEURAL-NETWORKS; PHASE-DIAGRAMS; GAUGE-THEORY; MODEL; THRESHOLDS; SYSTEMS; LINE;
D O I
10.1088/1751-8121/ac44ef
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The average energy of the Ising spin glass is known to have no singularity along a special line in the phase diagram although there exists a critical point on the line. This result on the model with uncorrelated disorder is generalized to the case with correlated disorder. For a class of correlations in disorder that suppress frustration, we show that the average energy in a subspace of the phase diagram is expressed as the expectation value of a local gauge variable of the Z (2) gauge Higgs model, from which we prove that the average energy has no singularity although the subspace is likely to have a phase transition on it. Though it is difficult to obtain an explicit expression of the energy in contrast to the case of uncorrelated disorder, an exact closed-form expression of a physical quantity related to the energy is derived in three dimensions using a duality relation. Identities and inequalities are proved for the specific heat and correlation functions.
引用
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页数:17
相关论文
共 99 条
[1]   The Solution of the Deep Boltzmann Machine on the Nishimori Line [J].
Alberici, Diego ;
Camilli, Francesco ;
Contucci, Pierluigi ;
Mingione, Emanuele .
COMMUNICATIONS IN MATHEMATICAL PHYSICS, 2021, 387 (02) :1191-1214
[2]   The Multi-species Mean-Field Spin-Glass on the Nishimori Line [J].
Alberici, Diego ;
Camilli, Francesco ;
Contucci, Pierluigi ;
Mingione, Emanuele .
JOURNAL OF STATISTICAL PHYSICS, 2021, 182 (01)
[3]   SPIN-GLASS MODELS OF NEURAL NETWORKS [J].
AMIT, DJ ;
GUTFREUND, H .
PHYSICAL REVIEW A, 1985, 32 (02) :1007-1018
[4]   STORING INFINITE NUMBERS OF PATTERNS IN A SPIN-GLASS MODEL OF NEURAL NETWORKS [J].
AMIT, DJ ;
GUTFREUND, H ;
SOMPOLINSKY, H .
PHYSICAL REVIEW LETTERS, 1985, 55 (14) :1530-1533
[5]   STATISTICAL-MECHANICS OF NEURAL NETWORKS NEAR SATURATION [J].
AMIT, DJ ;
GUTFREUND, H ;
SOMPOLINSKY, H .
ANNALS OF PHYSICS, 1987, 173 (01) :30-67
[6]   Error thresholds for Abelian quantum double models: Increasing the bit-flip stability of topological quantum memory [J].
Andrist, Ruben S. ;
Wootton, James R. ;
Katzgraber, Helmut G. .
PHYSICAL REVIEW A, 2015, 91 (04)
[7]   Tricolored lattice gauge theory with randomness: fault tolerance in topological color codes [J].
Andrist, Ruben S. ;
Katzgraber, Helmut G. ;
Bombin, H. ;
Martin-Delgado, M. A. .
NEW JOURNAL OF PHYSICS, 2011, 13
[8]  
[Anonymous], 1907, ANN PHYS-BERLIN
[9]   Approximate survey propagation for statistical inference [J].
Antenucci, Fabrizio ;
Krzakala, Florent ;
Urbani, Pierfrancesco ;
Zdeborova, Lenka .
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2019,
[10]   Mean field analysis of reverse annealing for code-division multiple-access multiuser detection [J].
Arai, Shunta ;
Ohzeki, Masayuki ;
Tanaka, Kazuyuki .
PHYSICAL REVIEW RESEARCH, 2021, 3 (03)