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

Abstract

We calculate very long low- and high-temperature series for the susceptibility $\chi$ of the square lattice Ising model as well as very long series for the five-particle contribution ${\chi }^{(5)}$ and six-particle contribution ${\chi }^{(6)}$. These calculations have been made possible by the use of highly optimized polynomial time modular algorithms and a total of more than 150000 CPU hours on computer clusters. For ${\chi }^{(5)}$ 10000 terms of the series are calculated {\it modulo} a single prime, and have been used to find the linear ODE satisfied by ${\chi }^{(5)}$ {\it modulo} a prime. A diff-Padé analysis of 2000 terms series for ${\chi }^{(5)}$ and ${\chi }^{(6)}$ 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. We find the presence of singularities at $w=1/2$ for the linear ODE of ${\chi }^{(5)}$, and $w^2=1/8$ for the ODE of ${\chi }^{(6)}$, which are {\it not} singularities of the ``physical'' ${\chi }^{(5)}$ and ${\chi }^{(6)},$ that is to say the series-solutions of the ODE's which are analytic at $w=0$. Furthermore, analysis of the long series for ${\chi }^{(5)}$ (and ${\chi }^{(6)}$) combined with the corresponding long series for the full susceptibility $\chi$ yields previously conjectured singularities in some ${\chi }^{(n)}$, $n\ge 7$. We also present a mechanism of resummation of the logarithmic singularities of the ${\chi }^{(n)}$ leading to the known power-law critical behaviour occurring in the full $\chi$, and perform a power spectrum analysis giving strong arguments in favor of the existence of a natural boundary for the full susceptibility $\chi$.

arXiv comment54 pages, 2 figures

References in corpus (9)

• The susceptibility of the square lattice Ising model: New developments
• The Fuchsian differential equation of the square lattice Ising model $\chi (3)$ susceptibility
• Square lattice Ising model susceptibility: connection matrices and singular behavior of ${\chi }^{(3)}$ and ${\chi }^{(4)}$
• Square lattice Ising model susceptibility: Series expansion method and differential equation for ${\chi }^{(3)}$
• Ising model susceptibility: Fuchsian differential equation for ${\chi }^{(4)}$ and its factorization properties
• The diagonal Ising susceptibility
• Singularities of $n$-fold integrals of the Ising class and the theory of elliptic curves
• Landau singularities and singularities of holonomic integrals of the Ising class
• New Results on Precision Studies of Heavy Vector Boson Physics

Cited by in corpus (35)

• Ising n-fold integrals as diagonals of rational functions and integrality of series expansions
• High order Fuchsian equations for the square lattice Ising model: ${\tilde{\chi }}^{(5)}$
• The importance of the Ising model
• Operator content of the critical Potts model in d dimensions and logarithmic correlations
• The Ising model: from elliptic curves to modular forms and Calabi-Yau equations
• Non-equilibrium phase transition in an exactly solvable driven Ising model with friction
• The Ising Susceptibility Scaling Function
• High order Fuchsian equations for the square lattice Ising model: ${\chi }^{(6)}$
• Exploring different regimes in finite-size scaling of the droplet condensation-evaporation transition
• Exact solutions to plaquette Ising models with free and periodic boundaries
• Lattice Green Functions: the seven-dimensional face-centred cubic lattice
• Holonomic functions of several complex variables and singularities of anisotropic Ising n-fold integrals
• Sheared Ising models in three dimensions
• Ising n-fold integrals as diagonals of rational functions and integrality of series expansions: integrality versus modularity
• Square lattice Ising model ${\tilde{\chi }}^{(5)}$ ODE in exact arithmetic
• Modular forms, Schwarzian conditions, and symmetries of differential equations in physics
• Selected non-holonomic functions in lattice statistical mechanics and enumerative combinatorics
• The saga of the Ising susceptibility
• Canonical decomposition of linear differential operators with selected differential Galois groups
• Grassmannization of classical models
• Is the full susceptibility of the square-lattice Ising model a differentially algebraic function?
• Renormalization, isogenies and rational symmetries of differential equations
• Scaling functions in the square Ising model
• Numerical test of finite-size scaling predictions for the droplet condensation-evaporation transition
• Large-order aspects of the delta-expansion in low-dimensional Ising models
• Schwarzian conditions for linear differential operators with selected differential Galois groups (unabridged version)
• Factorization of the Ising model form factors
• The Ising model and Special Geometries
• Differential algebra on lattice Green functions and Calabi-Yau operators (unabridged version)
• The lambda extensions of the Ising correlation functions C(M, N)
• A hierarchy of self-consistent stochastic boundary conditions for Ising lattice simulations
• Magnetic susceptibility of the square lattice Ising model
• Analysis of mean cluster size in directed compact percolation near a damp wall
• Automata and the susceptibility of the square lattice Ising model modulo powers of primes
• Proof of the Borwein-Broadhurst conjecture for a dilogarithmic integral arising in quantum field theory