Abstract
We derive the Thouless–Anderson–Palmer (TAP) equations for the Ghatak and Sherrington model (J Phys C 10(16):3149–3156, 1977). Our derivation, based on the cavity method, holds at high temperature and at all values of the crystal field. It confirms the prediction of Yokota (J Phys Condens Matter 4(10):2615–2622, 1992).
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References
Adhikari, A., Brennecke, C., von Soosten, P., Yau, H.-T.: Dynamical Approach to the TAP Equations for the Sherrington–Kirkpatrick Model. arXiv: 2102.10178
Auffinger, A., Ben Arous, G.: Complexity of random smooth functions on the high-dimensional sphere. Ann. Probab. 41(6), 4214–4247 (2013)
Auffinger, A., Ben Arous, G., Černý, J.: Random matrices and complexity of spin glasses. Commun. Pure Appl. Math. 66(2), 165–201 (2013)
Auffinger, A., Jagannath, A.: Thouless–Anderson–Palmer equations for generic p-spin glasses. Ann. Probab. 47(4), 2230–2256 (2019)
Bolthausen, E.: An iterative construction of solutions of the TAP equations for the Sherrington–Kirkpatrick model. Commun. Math. Phys. 325(1), 333–366 (2014)
Chatterjee, S.: Spin glasses and Stein’s method. Probab. Theory Relat. Fields 148(3–4), 567–600 (2010)
Chen, W.-K., Panchenko, D., Subag, E.: The generalized TAP free energy. arXiv:1812.05066 [math-ph] (October 2020). arXiv: 1812.05066
Chen, W.-K., Tang, S.: On convergence of Bolthausen’s TAP iteration to the local magnetization. arXiv: 2011.00495
da Costa, F.A., de Araújo, J.M.: Zero-temperature TAP equations for the Ghatak–Sherrington model. Eur. Phys. J. B 15(2), 313–316 (2000)
da Costa, F.A., Yokoi, C.S.O., Salinas, S.R.A.: First-order transition in a spin-glass model. J. Phys. A 27(10), 3365–3372 (1994)
Ghatak, S.K., Sherrington, D.: Crystal field effects in a general S Ising spin glass. J. Phys. C 10(16), 3149–3156 (1977)
Katayama, K., Horiguchi, T.: Ghatak–Sherrington model with spin s. J. Phys. Soc. Jpn 68(12), 3901–3910 (1999)
Lage, E.J.S., de Almeida, J.R.L.: Stability conditions of generalised Ising spin glass models. J. Phys. C 15(33), L1187–L1193 (1982)
Leuzzi, L.: Spin-glass model for inverse freezing. Philos. Mag. 87(3–5), 543–551 (2007)
Mottishaw, P.J., Sherrington, D.: Stability of a crystal-field split spin glass. J. Phys. C 18(26), 5201–5213 (1985)
Panchenko, D.: Free energy in the generalized Sherrington–Kirkpatrick mean field model. Rev. Math. Phys. 17(07), 793–857 (2005). arXiv: math/0405362
Sherrington, D., Kirkpatrick, S.: Solvable model of a spin-glass. Phys. Rev. Lett. 35(26), 1792–1796 (1975)
Subag, E.: The geometry of the Gibbs measure of pure spherical spin glasses. Invent. Math. 210(1), 135–209 (2017)
Talagrand, M.: Mean Field Models for Spin Glasses, vol. I. Springer, Berlin (2011)
Thouless, D.J., Anderson, P.W., Palmer, R.G.: Solution of solvable model of a spin glass. Philos. Mag. 35(3), 593–601 (1977)
Yokota, T.: First-order transitions in an infinite-range spin-glass model. J. Phys. Condens. Matter 4(10), 2615–2622 (1992)
Acknowledgements
Both authors would like to thank Wei-Kuo Chen for several suggestions on a previous version of this work, including a simplification of the proof of Proposition 1. They thank two anonymous referees for many inputs that significantly improved the presentation of the paper. They also would like to thank Si Tang for early discussions and help with computer simulations. This research partially supported by NSF Grant CAREER DMS-1653552, Simons Foundation/SFARI (597491-RWC), and NSF Grant 1764421.
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Communicated by Federico Ricci-Tersenghi.
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Auffinger, A., Chen, C.X. Thouless–Anderson–Palmer Equations for the Ghatak–Sherrington Mean Field Spin Glass Model. J Stat Phys 184, 22 (2021). https://doi.org/10.1007/s10955-021-02803-4
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DOI: https://doi.org/10.1007/s10955-021-02803-4