We present a new dynamical proof of the Thouless-Anderson-Palmer (TAP) equations for classical Sherrington-Kirkpatrick spin glass at sufficiently high temperature. In our derivation, TAP are simple consequence decay two point correlation functions. The methods can also be used to establish higher order illustrate this by proving suitable bound on three functions from which we derive an analogue

We develop the cavity method for the spherical Sherrington-Kirkpatrick model at high temperature and small external field. As one application, we carry out the second moment computations for the overlap and the magnetization.

We investigate overlap fluctuations of the Sherrington-Kirkpatrick mean field spin glass model in the framework of the Random Overlap Structure (ROSt). The concept of ROSt has been introduced recently by Aizenman and coworkers, who developed a variational approach to the Sherrington-Kirkpatrick model. We propose here an iterative procedure to show that, in the so-called Boltzmann ROSt, Aizenman...

In [10] Michel Talagrand gave a rigorous proof of the Parisi formula in the SherringtonKirkpatrick model. In this paper we build upon the methodology developed in [10] and extend Talagrand’s result to a more general class of mean field models with spins distributed according to an arbitrary probability measure on the bounded subset of the real line and with external field term given by an arbit...

In his recent paper [6] Michel Talagrand gave a rigorous proof of the Parisi formula for the free energy of the Sherrington-Kirkpatrick model. In the present paper we utilize the methodology developed in [6] to compute the thermodynamic limit of the free energy of the set of configurations with the fixed average of spins N−1 ∑ i≤N σi = uN as uN → u ∈ [−1, 1].

In a recent work [8] a numerical method has been proposed to simulate offequilibrium zero-temperature parallel dynamics for the SK model without finite size effects. We study the extension of the method to non-zero temperature and sequential dynamics, and analyze more carefully the involved computational problems. We find evidence, in the glassy phase, for an algebraic relaxation of the energy ...