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- W4361195655 abstract "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 using the theory of Random Point Processes. Within this approach, the master equation governing the system’s dynamics is closed via a set of differential equations for the auxiliary cavity probabilities. The numerical results improve on the earlier versions of the closure on several important classes of problems. We re-visit here the cases of the Ising ferromagnet and the Viana–Bray spin-glass model." @default.
- W4361195655 created "2023-03-31" @default.
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- W4361195655 date "2023-04-05" @default.
- W4361195655 modified "2023-09-30" @default.
- W4361195655 title "A closure for the master equation starting from the dynamic cavity method" @default.
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- W4361195655 doi "https://doi.org/10.1088/1751-8121/acc8a4" @default.
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