Calculation of Order Parameter and Critical Exponents of the Spin Glass in the Frame of Edwards-Anderson Model

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Abstract:

It is well known that critical phenomena occur in condensed matter under certain conditions, when an abrupt change in its properties occurs. In the vicinity of critical points, various phenomena may arise. The critical region can be described by a set of state parameters (order parameters), which allow one to obtain information about the anomalous behavior of thermodynamic averages, internal processes, and the nature of the objects of study. The abnormal nonlinear behavior of state parameters is described by critical exponents. In this article, we considered spin glass on the example of the Edwards-Anderson model. For the simulation, the replica-exchange Monte-Carlo method was used. Critical exponents were obtained to describe the behavior of the model in the critical region.

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Solid State Phenomena (Volume 312)

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251-255

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November 2020

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© 2020 Trans Tech Publications Ltd. All Rights Reserved

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[1] S. Edwards, P. Anderson Theory of spin glasses, Phys. F: Metal Phys., Vol. 5, (1975).

Google Scholar

[2] A. G. Makarov, K. V. Makarova, Y. A. Shevchenko, P. D. Andriushchenko, V. Y. Kapitan, K. S. Soldatov, A. V. Perzhu, A. E. Rybin, D. Y. Kapitan, E. V. Vasil'ev, et al., On the numerical calculation of frustrations in the ising model, JETP Letters 110 (10) (2019) 702–706.

DOI: 10.1134/s0021364019220090

Google Scholar

[3] Shiina Kenta, Mori Hiroyuki, Okabe Yutaka, Lee Hwee Kuan Machine-Learning Studies on Spin Models, Scientific Reports (Nature Publisher Group) 10(1).

Google Scholar

[4] D.Y. Kapitan, A.E. Rybin, E.V. Vasiliev, A.V. Perzhu, P.D. Andriuschenko The Comparison of DFS and BFS Methods on 2D Ising Model, CEUR Workshop Proceedings vol.2426 (2019) 147-152.

Google Scholar

[5] B.Yucesoy, J.Machta, H. G. Katzgraber Correlations between the dynamics of parallel tempering and the free-energy landscape in spin glasses, Physical Review E. 87(1) (2013).

DOI: 10.1103/physreve.87.012104

Google Scholar

[6] W. Krauth Statistical mechanics: algorithms and computations, Oxford University Press, New York, (2006).

Google Scholar

[7] A.Z. Patashinskii, V.L. Pokrovskii. Fluctuation theory of phase transitions, Nauka, 1982 (in Russian).

Google Scholar

[8] Wilson, K. G. Renormalization group and critical phenomena. I. Renormalization group and the Kadanoff scaling picture. Physical review B 4(9) (1971) 3174.

DOI: 10.1103/physrevb.4.3174

Google Scholar

[9] K.V. Nefedev, Collective Phenomena in Magnetic Nanosystems, Vladivostok, (2012).

Google Scholar

[10] K. Binder, Finite size scaling analysis of Ising model block distribution functions, Zeitschrift für Physik B Condensed Matter, (1981).

DOI: 10.1007/bf01293604

Google Scholar