Cugliandolo-Kurchan equations for dynamics of Spin-Glasses
  We study the Langevin dynamics for the family of spherical $p$-spin disordered mean-field models and prove that in the limit of system size $N$ approaching infinity, the empirical state correlation and integrated response functions converge almost surely and uniformly in time, to the non-random unique strong solution of a pair of explicit non-linear integro-differential equations introduced by Cugliandolo and Kurchan. 
Gerard Ben Arous, Amir Dembo, Alice Guionnet