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Here we first discuss briefly the quantum annealing technique. We then study the quantum annealing of Sherrington-Kirkpatrick spin glass model with the tuning of both transverse and longitudinal fields. Both the fields are time-dependent…

统计力学 · 物理学 2017-08-17 A Rajak , B K Chakrabarti

We present a numerical study of ground states of the dilute versions of the Sherrington-Kirkpatrick (SK) mean-field spin glass. In contrast to so-called "sparse" mean-field spin glasses that have been studied widely on random networks of…

无序系统与神经网络 · 物理学 2022-04-21 Stefan Boettcher

Exact ground states are calculated for the Sherrington-Kirkpatrick (SK) spin-glass containing up to N=90 spins. A ground-state energy per spin $e^{\infty}_0 = - 0.7637 \pm 0.0004$ is found from the $N$ dependence of the misfit parameter,…

无序系统与神经网络 · 物理学 2007-05-23 S. Kobe

Motivated by the recent development of quantum technology using quantum annealing technique and the recent works on the static properties of the Sherrington-Kirkpatrick (SK) spin glass model, we study quantum annealing of the spin glass…

统计力学 · 物理学 2023-12-05 Atanu Rajak , Bikas K Chakrabarti

We develop a mean-field theory for random quantum spin systems using the spin coherent state path integral representation. After the model is reduced to the mean field one-body Hamiltonian, the integral is analyzed with the aid of several…

无序系统与神经网络 · 物理学 2007-11-20 Kazutaka Takahashi

We perform a large scale simulation of quantum annealing in the Sherrington-Kirkpatrick (SK) spin glass up to a system size $N=40000$ to estimate its ground state energy using the deGennes-Suzuki-Kubo mean-field Ising dynamics, extending…

无序系统与神经网络 · 物理学 2026-05-29 Soumyaditya Das , Soumyajyoti Biswas , Bikas K. Chakrabarti

We study for random quantum spin systems the energy gap between the ground and first excited states to clarify a relation to the spin-glass-paramagnetic phase transition. We find that for the transverse Sherrington-Kirkpatrick model the…

无序系统与神经网络 · 物理学 2010-07-30 Kazutaka Takahashi , Yoshiki Matsuda

The Sherrington-Kirkpatrick (SK) is a foundational model for understanding spin glass systems. It is based on the pairwise interaction between each two spins in a fully connected lattice with quenched disordered interactions. The nature of…

无序系统与神经网络 · 物理学 2025-06-30 Ali Talebi

We study a quantum annealing approach for estimating the ground state energy of the Sherrington-Kirpatrick mean field spin glass model using the Suzuki-Kubo-deGennes dynamics applied for individual local magnetization components. The…

无序系统与神经网络 · 物理学 2025-11-11 Soumyaditya Das , Soumyajyoti Biswas , Bikas K. Chakrabarti

Using a stochastic algorithm introduced in a previous paper, we study the finite size volume corrections and the fluctuations of the ground state energy in the Sherrington-Kirkpatrick and the Edwards-Anderson models at zero temperature. The…

无序系统与神经网络 · 物理学 2008-07-09 Claudio Giberti , Cecilia Vernia

We study first order quantum phase transitions in mean-field spin glasses. We solve the quantum Random Energy Model using elementary methods and show that at the transition the eigenstate suddenly projects onto the unperturbed ground state…

量子物理 · 物理学 2008-10-02 Thomas Jorg , Florent Krzakala , Jorge Kurchan , A. C. Maggs

The complex matter-field lattice model is a ubiquitous and universal physics model that directly links to many universal spin models. However, finding the ground state of such a model for the most general interactions between the lattice…

无序系统与神经网络 · 物理学 2021-09-14 Airat Kamaletdinov , Natalia G. Berloff

We use heuristic optimization methods in extensive computations to determine with low systematic error ground state configurations of the mean-field $p$-spin glass model with $p=3$. Here, all possible triplets in a system of $N$ Ising spins…

无序系统与神经网络 · 物理学 2025-08-27 Stefan Boettcher , Ginger E. Lau

We present an extensive numerical study of the Sherrington-Kirkpatrick model in transverse field. Recent numerical studies of quantum spin-glasses have focused on exact diagonalization of the full Hamiltonian for small systems ($\approx$ 20…

无序系统与神经网络 · 物理学 2016-04-06 Yang Wei Koh

We investigate the existence and the properties of fully separable (fully factorized) ground states in quantum spin systems. Exploiting techniques of quantum information and entanglement theory we extend a recently introduced method and…

统计力学 · 物理学 2009-07-01 S. M. Giampaolo , G. Adesso , F. Illuminati

We study mean field systems whose free energy landscape is dominated by marginally stable states. We review and develop various techniques to describe such states, elucidating their physical meaning and the interrelation between them. In…

无序系统与神经网络 · 物理学 2007-05-23 Markus Mueller , Luca Leuzzi , Andrea Crisanti

We consider ground states in relatively bounded quantum perturbations of classical lattice models. We prove general results about such perturbations (existence of the spectral gap, exponential decay of truncated correlations, analyticity of…

数学物理 · 物理学 2015-06-26 D. A. Yarotsky

For large but finite systems the static properties of the infinite ranged Sherrington-Kirkpatrick model are numerically investigated in the entire the glass regime. The approach is based on the modified Thouless-Anderson-Palmer equations in…

无序系统与神经网络 · 物理学 2019-07-18 T. Plefka

We study AKLT models on locally tree-like lattices of fixed connectivity and find that they exhibit a variety of ground states depending upon the spin, coordination and global (graph) topology. We find a) quantum paramagnetic or valence…

无序系统与神经网络 · 物理学 2010-05-24 C. R. Laumann , S. A. Parameswaran , S. L. Sondhi , F. Zamponi

A technique inspired on quantum annealing is proposed in order to obtain the classical ground state of a spin-glass by tracking the full wavefunction of a given system within the subspace of matrix product states (MPS), using the density…

量子物理 · 物理学 2007-05-23 Javier Rodriguez-Laguna
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