Statistical Physics
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Dynamical Cavity Method for Continuous-Time Dynamics on Sparse Random Graphs
This work introduces a continuous-time dynamical cavity method for analyzing stochastic dynamics on sparse random graphs with pairwise interactions. The method extends dynamical mean-field theory (DMFT) by providing exact path-level descriptions on trees and locally tree-like graphs, explicitly acco…