Abstract
We report on large-scale Wang-Landau Monte Carlo simulations of the critical behavior of two spin models in two- (2d) and three-dimensions (3d), namely the 2d random-bond Ising model and the pure 3d Blume-Capel model at zero crystal-field coupling. The numerical data we obtain and the relevant finite-size scaling analysis provide clear answers regarding the universality aspects of both models. In particular, for the random-bond case of the 2d Ising model the theoretically predicted strong universality’s hypothesis is verified, whereas for the second-order regime of the Blume-Capel model, the expected d = 3 Ising universality is verified. Our study is facilitated by the combined use of the Wang-Landau algorithm and the critical energy subspace scheme, indicating that the proposed scheme is able to provide accurate results on the critical behavior of complex spin systems.
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References
H.E. Stanley, Introduction to Phase Transitions and Critical Phenomena (Oxford U.P., Oxford, 1971)
K.G. Wilson, Phys. Rev. B 4, 3174 (1971)
R.J. Baxter, Ann. Phys. 70, 193 (1970)
J. Ashkin, E. Teller, Phys. Rev. 64, 178 (1943)
J. Cardy, Scaling and Renormalization in Statistical Physics, (Cambridge University Press, Cambridge, 1996)
Spin glasses and random fields, edited by A.P. Young (World Scientific, Singapore, 1998)
M. Blume, Phys. Rev. 141, 517 (1966)
H.W. Capel, Physica 32, 966 (1966)
H.W. Capel, Physica 33, 295 (1967)
H.W. Capel, Physica 37, 423 (1967)
Vik.S. Dotsenko, Vl.S. Dotsenko, JETP Lett. 33, 37 (1981)
G. Jug, Phys. Rev. B 27, 4518 (1983)
B.N. Shalaev, Sov. Phys. Solid State 26, 1811 (1984)
R. Shankar, Phys. Rev. Lett. 58, 2466 (1987)
A.W.W. Ludwig, Nucl. Phys. B 285, 97 (1987)
F. Wang, D.P. Landau, Phys. Rev. Lett. 86, 2050 (2001)
F. Wang, D.P. Landau, Phys. Rev. E 64, 056101 (2001)
A. Malakis, A. Peratzakis, N.G. Fytas, Phys. Rev. E 70, 066128 (2004)
A. Malakis, S.S. Martinos, I.A. Hadjiagapiou, N.G. Fytas, P. Kalozoumis, Phys. Rev. E 72 066120 (2005)
R.E. Belardinelli, V.D. Pereyra, Phys. Rev. E 75, 046701 (2007)
R.E. Belardinelli, V.D. Pereyra, J. Chem. Phys. 127, 184105 (2007)
N. Metropolis, A.W. Rosenbluth, M.N. Rosenbluth, A.H. Teller, J. Chem. Phys. 21, 1087 (1953)
A.B. Bortz, M.H. Kalos, J.L. Lebowitz, J. Comput. Phys. 17, 10 (1975)
K. Binder, Rep. Prog. Phys. 60, 487 (1997)
M.E.J. Newman, G.T. Barkema, Monte Carlo Methods in Statistical Physics (Clarendon Press, Oxford, 1999)
D.P. Landau, K. Binder, A Guide to Monte Carlo Simulations in Statistical Physics (Cambridge University Press, Cambridge, 2000)
J. Lee, Phys. Rev. Lett. 71, 211 (1993)
H.K. Lee, Y. Okabe, D.P. Landau, Comput. Phys. Commun. 175, 36 (2006)
P.M.C. de Oliveira, T.J.P. Penna, H.J. Herrmann, Braz. J. Phys. 26, 677 (1996)
J.-S. Wang, T.K. Tay, R.H. Swendsen, Phys. Rev. Lett. 82, 476 (1999)
J.-S. Wang, R.H. Swendsen, J. Stat. Phys. 106, 245 (2002)
B.A. Berg, T. Neuhaus, Phys. Lett. B 276, 249 (1991)
B.A. Berg, T. Neuhaus, Phys. Rev. Lett. 68, 9 (1992)
G.R. Smith, A.D. Bruce, J. Phys. A 28, 6623 (1995)
G.M. Torrie, J.-P. Valleau, J. Comput. Phys. 23, 187 (1997)
R.H. Swendsen, J.-S. Wang, Phys. Rev. Lett. 57, 2607 (1986)
C.J. Geyer, Computing Science and Statistics: Proceedings of the 23rd Symposium on the interface, edited by E.K. Keramidas (Interface Foundation, Fairfax Station, New York, 1991), p. 156
E. Marinari, G. Parisi, Europhys. Lett. 19, 451 (1992)
A.P. Lyubartsev, A.A. Martsinovskii, S.V. Shevkunov, P.N. Vorontsov-Velyaminov, J. Chem. Phys. 96, 1776 (1992)
K. Hukushima, K. Nemoto, J. Phys. Soc. Jpn 65, 1604 (1996)
E. Marinari, G. Parisi, J.J Ruiz-Lorenzo, in Spin Glasses and Random Fields, edited by A.P. Young (World Scientific, Singapore, 1998), Vol. 12
S. Trebst, D.A. Huse, M. Troyer, Phys. Rev. E 70, 046701 (2004)
N. Douarche, F. Calvo, G.M. Pastor, P.J. Jensen, Eur. Phys. J. D 24, 77 (2003)
M. Troyer, S. Wessel, F. Alet, Phys. Rev. Lett. 90, 120201 (2003)
A. Malakis, N.G. Fytas, Phys. Rev. E 73, 056114 (2006)
A. Malakis, N.G. Fytas, Phys. Rev. E 73, 016109 (2006)
N.G. Fytas, A. Malakis, Eur. Phys. J. B 61, 111 (2008)
B.J. Schulz, K. Binder, M. Müller, Phys. Rev. E 71, 046705 (2005)
S. Reynal, H.T. Diep, Phys. Rev. E 72, 056710 (2005)
D. Jayasri, V.S.S. Sastry, K.P.N. Murthy, Phys. Rev. E 72, 036702 (2005)
S. Trebst, E. Gull, M. Troyer, J. Chem. Phys. 123, 204501 (2005)
N. Rathore, J.J de Pablo, J. Chem. Phys. 116, 7225 (2002)
N. Rathore, T.A. Knotts, J.J. de Pablo, J. Chem. Phys. 118, 4285 (2003)
N. Rathore, G. Yan, J.J. de Pablo, J. Chem. Phys. 120, 5781 (2004)
Q. Yan, R. Faller, J.J. de Pablo, J. Chem. Phys. 116, 8745 (2002)
M.S. Shell, P.G. Debenedetti, A.Z. Panagiotopoulos, Phys. Rev. E 66, 56703 (2002)
C. Yamaguchi, Y. Okabe, J. Phys. A 34, 8781 (2001)
Y. Okabe, Y. Tomita, C. Yamaguchi, Comput. Phys. Commun. 146, 63 (2002)
V. Varshney, G.A. Carri, Phys. Rev. Lett. 95, 168304 (2005)
G.A. Carri, R. Batman, V. Varshney, T.E. Dirama, Polymer 46, 3809 (2006)
F. Calvo, Mol. Phys. 100, 3421 (2002)
F. Calvo, P. Parneix, J. Chem. Phys. 119, 256 (2003)
S.-H. Tsai, F. Wang, D.P. Landau, Phys. Rev. E 75, 061108 (2007)
S.-H. Tsai, F. Wang, D.P. Landau, Braz. J. Phys. 38, 6 (2008)
D.T. Seaton, S.J. Mitchell, D.P. Landau, Braz. J. Phys. 38, 48 (2008)
S.J. Mitchell, F.C. Luiz Pereira, D.P. Landau, Braz. J. Phys. 38, 1 (2008)
P.N. Vorontsov-Velyaminov, N.A. Volkov, A. Yurchenko, J. Phys. A 37, 1573 (2004)
N.A. Volkov, P.N. Vorontsov-Velyaminov, A.P. Lyubartsev, Phys. Rev. E 75, 016705 (2007)
P. Poulain, F. Calvo, R. Antoine, M. Broyer, P. Dugourd, Phys. Rev. E 73, 056704 (2006)
B.J. Schulz, K. Binder, M. Müller, D.P. Landau, Phys. Rev. E 67, 067102 (2003)
P. Dayal, S. Trebst, S. Wessel, D. Würtz, M. Troyer, S. Sabhapandit, S.N. Coppersmith, Phys. Rev. Lett. 92, 097201 (2004)
N.G. Fytas, A. Malakis, K. Eftaxias, J. Stat. Mech.: Theory Exp. P03015 (2008)
A. Malakis, A.N. Berker, I.A. Hadjiagapiou, N.G. Fytas, Phys. Rev. E 79, 011125 (2009)
N.G. Fytas, A. Malakis, Phys. Rev. E 81, 041109 (2010)
S. Alder, S. Trebst, A.K. Hartmann, M. Troyer, J. Stat. Mech.: Theory Exp. P07008 (2004)
C. Zhou, R.N. Bhatt, Phys. Rev. E 72, 025701(R) (2005)
C. Zhou, T.C. Schulthess, S. Torbrügge, D.P. Landau, Phys. Rev. Lett. 96, 120201 (2006)
D.F. Parsons, D.R.M. Williams, Phys. Rev. E 74, 041804 (2006)
D.F. Parsons, D.R.M. Williams, J. Chem. Phys. 124, 221103 (2006)
A.G. Cunha Netto, C.J. Silva, A.A. Caparica, R. Dickman, Braz. J. Phys. 36, 619 (2006)
D. Antypov, J.A. Elliott, Macromolecules 41, 7243 (2008)
T. Wüst, D.P. Landau, Comput. Phys. Commun. 179, 124 (2008)
D.T. Seaton, T. Wüst, D.P. Landau, Comput. Phys. Commun. 180, 587 (2009)
D.T. Seaton, T. Wüst, D.P. Landau, Phys. Rev. E 81, 011802 (2010)
M.P. Taylor, W. Paul, K. Binder, Phys. Rev. E 79, 050801(R) (2009)
M.P. Taylor, W. Paul, K. Binder, J. Chem. Phys. 131, 114907 (2009)
N.G. Fytas, P.E. Theodorakis, Phys. Rev. E 82, 06201 (2010)
P.E. Theodorakis, N.G. Fytas, Eur. Phys. J. B 81, 245 (2011)
Z. Wang, X. He, J. Chem. Phys. 135, 094902 (2011)
M. Aizenman, J. Wehr, Phys. Rev. Lett. 62, 2503 (1989)
M. Aizenman, J. Wehr, Phys. Rev. Lett. 64, 1311 (1990)
K. Hui, A.N. Berker, Phys. Rev. Lett. 62, 2507 (1989)
K. Hui, A.N. Berker, Phys. Rev. Lett. 63, 2433 (1989)
A.N. Berker, Physica A 194, 72 (1993)
S. Chen, A.M. Ferrenberg, D.P. Landau, Phys. Rev. Lett. 69, 1213 (1992)
S. Chen, A.M. Ferrenberg, D.P. Landau, Phys. Rev. E 52, 1377 (1995)
J. Cardy, J. Phys. A 29, 1897 (1996)
J. Cardy, J.L. Jacobsen, Phys. Rev. Lett. 79, 4063 (1997)
C. Chatelain, B. Berche, Phys. Rev. Lett. 80, 1670 (1998)
V.R. Paredes, J. Valbuena, Phys. Rev. E 59, 6275 (1999)
C. Chatelain, B. Berche, W. Janke, P.E. Berche, Phys. Rev. E 64, 036120 (2001)
L.A. Fernández, A. Gordillo-Guerrero, V. Martín-Mayor, J.J. Ruiz-Lorenzo, Phys. Rev. Lett. 100, 057201 (2008)
A.B. Harris, J. Phys. C 7, 1671 (1974)
J.T. Chayes, L. Chayes, D.S. Fisher, T. Spencer, Phys. Rev. Lett. 57, 2999 (1986)
V. Dotsenko, M. Picco, P. Pujol, Nucl. Phys. B 455, 701 (1995)
J.L. Jacobsen, J. Cardy, Nucl. Phys. B 515, 701 (1998)
G. Mazzeo, R. Kühn, Phys. Rev. E 60, 3823 (1999)
R. Kenna, D.A. Johnston, W. Janke, Phys. Rev. Lett. 96, 115701 (2006)
R. Kenna, D.A. Johnston, W. Janke, Phys. Rev. Lett. 97, 155702 (2006)
A. Gordillo-Guerrero, R. Kenna, J.J. Ruiz Lorenzo, AIP Conf. Proc. 1198, 42 (2009)
J.-S. Wang, W. Selke, Vl.S. Dotsenko, V.B. Andreichenko, Physica A 164, 221 (1990)
J.-K. Kim, A. Patrascioiu, Phys. Rev. Lett. 72, 2785 (1994)
J.-K. Kim, A. Patrascioiu, Phys. Rev. B 49, 15764 (1994)
W. Selke, Phys. Rev. Lett. 73, 3487 (1994)
K. Ziegler, Phys. Rev. Lett. 73, 3488 (1994)
J.-K. Kim, A. Patrascioiu, Phys. Rev. Lett. 73, 3489 (1994)
J.-K. Kim, Phys. Rev. B 61, 1246 (2000)
R. Kühn, Phys. Rev. Lett. 73, 2268 (1994)
M. Suzuki, Prog. Theor. Phys. 51, 1992 (1974)
J.D. Gunton, T. Niemeijer, Phys. Rev. B 11, 567 (1975)
R. Fisch, J. Stat. Phys. 18, 111 (1978)
A. Malakis, A.N. Berker, I.A. Hadjiagapiou, N.G. Fytas, Phys. Rev. E 79, 011125 (2009)
A. Malakis, A.N. Berker, I.A. Hadjiagapiou, N.G. Fytas, T. Papakonstantinou, Phys. Rev. E 81, 041113 (2010)
R. Guida, J. Zinn-Justin, J. Phys. A 31, 8103 (1998)
A. Pelissetto, E. Vicari, Phys. Rep. 368, 549 (2002)
D.P. Landau, Phys. Rev. Lett. 28, 449 (1972)
A.N. Berker, M. Wortis, Phys. Rev. B 14, 4946 (1976)
M. Kaufman, R.B. Griffiths, J.M. Yeomans, M. Fisher, Phys. Rev. B 23, 3448 (1981)
W. Selke, J. Yeomans, J. Phys. A 16, 2789 (1983)
D.P. Landau, R.H. Swendsen, Phys. Rev. B 33, 7700 (1986)
J.C. Xavier, F.C. Alcaraz, D. Pena Lara, J.A. Plascak, Phys. Rev. B 57, 11575 (1998)
M.J. Stephen, J.L. McColey, Phys. Rev. Lett. 44, 89 (1973)
T.S. Chang, G.F. Tuthill, H.E. Stanley, Phys. Rev. B 9, 4482 (1974)
G.F. Tuthill, J.F. Nicoll, H.E. Stanley, Phys. Rev. B 11, 4579 (1975)
F.J. Wegner, Phys. Lett. A 54, 1 (1975)
P.F. Fox, A.J. Guttmann, J. Phys. C 6, 913 (1973)
T.W. Burkhardt, R.H. Swendsen, Phys. Rev. B 13, 3071 (1976)
W.J. Camp, J.P. Van Dyke, Phys. Rev. B 11, 2579 (1975)
D.M. Saul, M. Wortis, D. Stauffer, Phys. Rev. B 9, 4964 (1974)
P. Nightingale, J. Appl. Phys. 53, 7927 (1982)
P.D. Beale, Phys. Rev. B 33, 1717 (1986)
A.K. Jain, D.P. Landau, Phys. Rev. B 22, 445 (1980)
D.P. Landau, R.H. Swendsen, Phys. Rev. Lett. 46, 1437 (1981)
C.M. Care, J. Phys. A 26, 1481 (1993)
M. Deserno, Phys. Rev. E 56, 5204 (1997)
Y. Deng, H.W.J. Blöte, Phys. Rev. E 68, 036125 (2003)
C.J. Silva, A.A. Caparica, J.A. Plascak, Phys. Rev. E 73, 036702 (2006)
A. Özkan, N. Seferoğlu, B. Kutlu, Physica A 362, 327 (2005)
M. Hasenbusch, Phys. Rev. B 82, 174433 (2010)
S. Grollau, E. Kierlik, M.L. Rosinberg, G. Tarjus, Phys. Rev. E 63, 041111 (2001)
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Fytas, N.G., Theodorakis, P.E. Universality aspects of the 2d random-bond Ising and 3d Blume-Capel models. Eur. Phys. J. B 86, 30 (2013). https://doi.org/10.1140/epjb/e2012-30705-x
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DOI: https://doi.org/10.1140/epjb/e2012-30705-x