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Relations of simulated annealing and quantum annealing are studied by a mapping from the transition matrix of classical Markovian dynamics of the Ising model to a quantum Hamiltonian and vice versa. It is shown that these two operators, the…

量子物理 · 物理学 2015-01-08 Hidetoshi Nishimori , Junichi Tsuda , Sergey Knysh

The continuous ferromagnetic-paramagnetic phase transition in the two-dimensional Ising model has already been excessively studied by conventional canonical statistical analysis in the past. We use the recently developed generalized…

统计力学 · 物理学 2020-05-06 Kedkanok Sitarachu , Michael Bachmann

Although deep learning has achieved impressive advances in transient stability assessment of power systems, the insufficient and imbalanced samples still trap the training effect of the data-driven methods. This paper proposes a…

机器学习 · 计算机科学 2021-12-17 Gengshi Han , Shunyu Liu , Kaixuan Chen , Na Yu , Zunlei Feng , Mingli Song

We study a nonlinear q-voter model with stochastic noise, interpreted in the social context as independence, on a duplex network. To study the role of the multi-levelness we propose three methods of transferring the model from a mono- to a…

物理与社会 · 物理学 2015-12-02 Anna Chmiel , Katarzyna Sznajd-Weron

We explore the impact of social noise, characterized by nonconformist behavior, on the phase transition within the framework of the majority rule model. The order-disorder transition can reflect the consensus-polarization state in a social…

物理与社会 · 物理学 2024-11-14 Roni Muslim , Didi Ahmad Mulya , Zulkaida Akbar , Rinto Anugraha NQZ

The crossover behavior of the semi--infinite three dimensional Ising model is investigated by means of Pad\'e approximant analysis of cluster variation method results. We give estimates for ordinary critical as well as for multicritical…

凝聚态物理 · 物理学 2016-08-31 Alessandro Pelizzola

The dynamic phase transition has been studied in the two dimensional kinetic Ising model in presence of a time varying (sinusoidal) magnetic field by Monte Carlo simulation. The nature (continuous or discontinuous) of the transition is…

统计力学 · 物理学 2009-10-31 Muktish Acharyya

Modern machine learning, grounded in the Universal Approximation Theorem, has achieved significant success in the study of phase transitions in both equilibrium and non-equilibrium systems. However, identifying the critical points of…

统计力学 · 物理学 2025-03-25 Dian Xu , Shanshan Wang , Wei Li , Weibing Deng , Feng Gao , Jianmin Shen

The Sampling Kaczmarz Motzkin (SKM) algorithm is a generalized method for solving large scale linear systems of inequalities. Having its root in the relaxation method of Agmon, Schoenberg, and Motzkin and the randomized Kaczmarz method, SKM…

最优化与控制 · 数学 2022-08-16 Md Sarowar Morshed , Md Saiful Islam , Md. Noor-E-Alam

The Ising model with nearest-neighbor interactions on a two-dimensional (2D) square lattice is one of the simplest models for studying ferro-magnetic to para-magnetic transitions. Extensive results are available in the literature for this…

计算物理 · 物理学 2024-09-18 C. Marin , A. Fontana , V. Bellani , F. Pederiva , A. Quaranta , F. Rossella , A. Salamon , G. Salina

We have studied the thermal instabilities in the context of Active Galactic Nuclei (AGN), addressing the cases of thin and thick (stratified) X-ray illuminated media. For that, we have compared the behaviour of different models in pressure…

天体物理学 · 物理学 2007-05-23 A. C. Goncalves , S. Collin , A. -M. Dumont

In this paper, we generalize the original majority-vote (MV) model with noise from two states to arbitrary $q$ states, where $q$ is an integer no less than two. The main emphasis is paid to the comparison on the nature of phase transitions…

统计力学 · 物理学 2016-08-03 Guofeng Li , Hanshuang Chen , Feng Huang , Chuansheng Shen

We show that the recently proposed interacting Ehrenfest M-urn model at equilibrium can be exactly mapped to a mean-field M-state Potts model. By exploiting this correspondence, we show that the M-state Potts model with M >= 3, with…

统计力学 · 物理学 2024-02-19 Chi-Ho Cheng , Pik-Yin Lai

Economic integration, globalization and financial crises represent examples of processes whose understanding requires the analysis of the underlying network structure. Of particular interest is establishing whether a real economic network…

综合金融 · 定量金融 2016-01-06 Tiziano Squartini , Diego Garlaschelli

We consider the adiabatic quantum algorithm for systems with "no sign problem", such as the transverse field Ising mode, and analyze the equilibration time for quantum Monte Carlo (QMC) on these systems. We ask: if the spectral gap is only…

量子物理 · 物理学 2015-10-05 M. B. Hastings , M. H. Freedman

A method for identifying statistical equilibrium stages in dynamical multifragmentation paths as provided by transport models, already successfully tested for for the reaction ^{129}Xe+^{119}Sn at 32 MeV/u is applied here to a higher energy…

核理论 · 物理学 2008-11-26 A. H. Raduta , M. Colonna , M. Di Toro

We apply the Broad Histogram Method to an Ising system in the context of the recently reformulated Generalized Thermostatistics, and we claim it to be a very efficient simulation tool for this non-extensive statistics. Results are obtained…

统计力学 · 物理学 2015-06-25 A. R. Lima , J. S. Sá Martins , T. J. P. Penna

We study the time-dependent circuit complexity of the periodically driven transverse field Ising model using Nielsen's geometric approach. In the high-frequency driving limit the system is known to exhibit non-equilibrium phase transitions…

量子物理 · 物理学 2020-11-18 Giancarlo Camilo , Daniel Teixeira

We consider a Glauber dynamics associated with the Ising model on a large two-dimensional box with with minus boundary conditions and in the limit of a vanishing positive external magnetic field. The volume of this box increases…

概率论 · 数学 2020-05-13 Alexandre Gaudillière , Paolo Milanesi , Maria Eulália Vares

The nonequilibrium responses of Ising metamagnet (layered antiferromagnet) to the propagating magnetic wave are studied by Monte Carlo simulation. Here, the spatio-temporal variations of magnetic field keeps the system away from…

统计力学 · 物理学 2015-03-11 Muktish Acharyya