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Experimental mathematics on the magnetic susceptibility of the square lattice Ising model

S Boukraa1, A J Guttmann2, S Hassani3, I Jensen2, J-M Maillard4, B Nickel5 and N Zenine3

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We calculate very long low- and high-temperature series for the susceptibility χ of the square lattice Ising model as well as very long series for the five-particle contribution χ(5) and six-particle contribution χ(6). These calculations have been made possible by the use of highly optimized polynomial time modular algorithms and a total of more than 150 000 CPU hours on computer clusters. The series for χ (low- and high-temperature regimes), χ(5) and χ(6) are now extended to 2000 terms. In addition, for χ(5), 10 000 terms of the series are calculated modulo a single prime, and have been used to find the linear ODE satisfied by χ(5) modulo a prime. A diff-Padé analysis of the 2000 terms series for χ(5) and χ(6) confirms to a very high degree of confidence previous conjectures about the location and strength of the singularities of the n-particle components of the susceptibility, up to a small set of 'additional' singularities. The exponents at all the singularities of the Fuchsian linear ODE of χ(5) and the (as yet unknown) ODE of χ(6) are given: they are all rational numbers. We find the presence of singularities at w = 1/2 for the linear ODE of χ(5), and w2 = 1/8 for the ODE of χ(6), which are not singularities of the 'physical' χ(5) and χ(6), that is to say the series solutions of the ODE's which are analytic at w = 0. Furthermore, analysis of the long series for χ(5) (and χ(6)) combined with the corresponding long series for the full susceptibility χ yields previously conjectured singularities in some χ(n), n ≥ 7. The exponents at all these singularities are also seen to be rational numbers. We also present a mechanism of resummation of the logarithmic singularities of the χ(n) leading to the known power-law critical behaviour occurring in the full χ, and perform a power spectrum analysis giving strong arguments in favour of the existence of a natural boundary for the full susceptibility χ.


PACS

75.10.Hk Classical spin models

75.40.Cx Static properties (order parameter, static susceptibility, heat capacities, critical exponents, etc.)

75.40.Mg Numerical simulation studies

05.50.+q Lattice theory and statistics (Ising, Potts, etc.)

75.30.Cr Saturation moments and magnetic susceptibilities

MSC

34M35 Singularities, monodromy, local behavior of solutions, normal forms

41A21 Padé approximation

82B27 Critical phenomena

34A30 Linear equations and systems, general

82B80 Numerical methods (Monte Carlo, series resummation, etc.) (See also 65-XX, 81T80)

82B20 Lattice systems (Ising, dimer, Potts, etc.) and systems on graphs

Subjects

Condensed matter: electrical, magnetic and optical

Statistical physics and nonlinear systems

Dates

Issue 45 (14 November 2008)

Received 6 August 2008, in final form 10 September 2008

Published 14 October 2008



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