Holographic analysis of boundary correlation functions for the hyperbolic-lattice Ising model
- URL: http://arxiv.org/abs/2407.14689v2
- Date: Thu, 29 Aug 2024 03:18:44 GMT
- Title: Holographic analysis of boundary correlation functions for the hyperbolic-lattice Ising model
- Authors: Kouichi Okunishi, Tomotoshi Nishino,
- Abstract summary: We analyze boundary spin correlation functions of the hyperbolic-lattice Ising model from the holographic point of view.
We show that the boundary correlation function exhibits power-law decay with quasi-periodic oscillation, while the bulk correlation function always decays exponentially.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: We analyze boundary spin correlation functions of the hyperbolic-lattice Ising model from the holographic point of view. Using the corner-transfer-matrix renormalization group (CTMRG) method, we demonstrate that the boundary correlation function exhibits power-law decay with quasi-periodic oscillation, while the bulk correlation function always decays exponentially. On the basis of the geometric relation between the bulk correlation path and distance along the outer edge boundary, we find that scaling dimensions for the boundary correlation function can be well explained by the combination of the bulk correlation length and background curvatures inherent to the hyperbolic lattice. We also investigate the cutoff effect of the bond dimension in CTMRG, revealing that the long-distance behavior of the boundary spin correlation is accurately described even with a small bond dimension. In contrast, the sort-distance behavior rapidly loses its accuracy.
Related papers
- Path-dependent correlations in dynamically tuned Ising models and its
short-time behavior: application of Magnus expansion [22.883073860070954]
We study the buildup of antiferromagnetic (AF) correlation in the dynamically tuned Ising models.
We apply Magnus expansion (ME) to derive the high-order analytic expression of the connected correlation functions.
We find that the magnitude of AF correlation for the same Manhattan distance is proportional to the number of the shortest paths.
arXiv Detail & Related papers (2023-11-03T08:49:39Z) - On Learning Gaussian Multi-index Models with Gradient Flow [57.170617397894404]
We study gradient flow on the multi-index regression problem for high-dimensional Gaussian data.
We consider a two-timescale algorithm, whereby the low-dimensional link function is learnt with a non-parametric model infinitely faster than the subspace parametrizing the low-rank projection.
arXiv Detail & Related papers (2023-10-30T17:55:28Z) - Statistical Mechanics Approach to the Holographic Renormalization Group:
Bethe Lattice Ising Model and p-adic AdS/CFT [0.0]
The Bethe lattice Ising model is a classical model of statistical mechanics for the phase transition.
We show the underlying mechanism and the exact scaling dimensions for the power-law decay of boundary spin correlations.
In addition, we find that the phase transition in the interior induces a crossover behavior of boundary spin correlations, depending on the depth of the corresponding correlation path.
arXiv Detail & Related papers (2023-10-19T09:14:03Z) - On the renormalization group fixed point of the two-dimensional Ising
model at criticality [77.34726150561087]
We show that a simple, explicit analytic description of a fixed point using operator-algebraic renormalization (OAR) is possible.
Specifically, the fixed point is characterized in terms of spin-spin correlation functions.
arXiv Detail & Related papers (2023-04-06T16:57:28Z) - Dynamics of correlation spreading in low-dimensional transverse-field
Ising models [0.0]
We investigate the dynamical spreading of correlations after a quantum quench starting from a magnetically disordered state in the transverse-field Ising model at one (1D) and two spatial dimensions (2D)
We analyze specifically the longitudinal and transverse spin-spin correlation functions at equal time with use of several methods.
Our findings provide useful benchmarks for quantum simulation experiments of correlation spreading and theoretical refinement of the Lieb-Robinson bound in the future.
arXiv Detail & Related papers (2023-01-04T02:02:21Z) - Convex Analysis of the Mean Field Langevin Dynamics [49.66486092259375]
convergence rate analysis of the mean field Langevin dynamics is presented.
$p_q$ associated with the dynamics allows us to develop a convergence theory parallel to classical results in convex optimization.
arXiv Detail & Related papers (2022-01-25T17:13:56Z) - Nonconvex Stochastic Scaled-Gradient Descent and Generalized Eigenvector
Problems [98.34292831923335]
Motivated by the problem of online correlation analysis, we propose the emphStochastic Scaled-Gradient Descent (SSD) algorithm.
We bring these ideas together in an application to online correlation analysis, deriving for the first time an optimal one-time-scale algorithm with an explicit rate of local convergence to normality.
arXiv Detail & Related papers (2021-12-29T18:46:52Z) - Boundary theories of critical matchgate tensor networks [59.433172590351234]
Key aspects of the AdS/CFT correspondence can be captured in terms of tensor network models on hyperbolic lattices.
For tensors fulfilling the matchgate constraint, these have previously been shown to produce disordered boundary states.
We show that these Hamiltonians exhibit multi-scale quasiperiodic symmetries captured by an analytical toy model.
arXiv Detail & Related papers (2021-10-06T18:00:03Z) - Out-of-time-order correlations and the fine structure of eigenstate
thermalisation [58.720142291102135]
Out-of-time-orderors (OTOCs) have become established as a tool to characterise quantum information dynamics and thermalisation.
We show explicitly that the OTOC is indeed a precise tool to explore the fine details of the Eigenstate Thermalisation Hypothesis (ETH)
We provide an estimation of the finite-size scaling of $omega_textrmGOE$ for the general class of observables composed of sums of local operators in the infinite-temperature regime.
arXiv Detail & Related papers (2021-03-01T17:51:46Z) - Spreading of Correlations and Entanglement in the Long-Range Transverse
Ising Chain [0.0]
Long-range interactions allow for a form of causality in non-relativistic quantum models.
We show that a weak form of causality emerges, characterized by non-universal dynamical exponents.
Our results shed light on the propagation of information in long-range interacting lattice models.
arXiv Detail & Related papers (2020-11-23T09:30:06Z) - Scaling behavior in a multicritical one-dimensional topological
insulator [0.0]
We study a topological quantum phase transition with a second-order nonanalyticity of the ground-state energy.
We find that the critical exponents and scaling law defined with respect to the spectral gap remain the same regardless of the order of the transition.
arXiv Detail & Related papers (2020-08-18T21:05:14Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.