20 citations · 35 across the 5 of their papers we have counts for
5 papers
A Cavity Master Equation for the continuous time dynamics of discrete spins models
Erik Aurell, Gino Del Ferraro, Eduardo Dominguez +1
We present a new method to close the Master Equation representing the continuous time dynamics of Ising interacting spins. The method makes use of the the theory of Random Point Pr…
Causal analysis, Correlation-Response and Dynamic cavity
Erik Aurell, Gino Del Ferraro
The purpose of this note is to point out analogies between causal analysis in statistics and the correlation-response theory in statistical physics. It is further shown that for so…
Cavity Method: Message Passing from a Physics Perspective
Gino Del Ferraro, Chuang Wang, Dani Martí +1
In this three-sections lecture cavity method is introduced as heuristic framework from a Physics perspective to solve probabilistic graphical models and it is presented both at the…
Dynamic message-passing approach for kinetic spin models with reversible dynamics
Gino Del Ferraro, Erik Aurell
A method to approximately close the dynamic cavity equations for synchronous reversible dynamics on a locally tree-like topology is presented. The method builds on a graph ex…
Mean field spin glasses treated with PDE techniques
Adriano Barra, Gino Del Ferraro, Daniele Tantari
Following an original idea of F. Guerra, in this notes we analyze the Sherrington-Kirkpatrick model from different perspectives, all sharing the underlying approach which consists…