A closure for the Master Equation starting from the Dynamic Cavity Method
Statistical Mechanics
2023-04-19 v1
Abstract
We consider classical spin systems evolving in continuous time with interactions given by a locally tree-like graph. Several approximate analysis methods have earlier been reported based on the idea of Belief Propagation / cavity method. We introduce a new such method which can be derived in a more systematic manner, and which performs better on several important classes of problems.
Cite
@article{arxiv.2211.09692,
title = {A closure for the Master Equation starting from the Dynamic Cavity Method},
author = {Erik Aurell and David Machado Perez and Roberto Mulet},
journal= {arXiv preprint arXiv:2211.09692},
year = {2023}
}
Comments
arXiv admin note: text overlap with arXiv:2205.00750