An infinite matrix-product ansatz for edge messages solves dynamic belief propagation directly in the infinite-time limit, giving accurate steady-state observables and temporal correlations on sparse graphs.
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Nonequilibrium steady-state dynamics of Markov processes on graphs
An infinite matrix-product ansatz for edge messages solves dynamic belief propagation directly in the infinite-time limit, giving accurate steady-state observables and temporal correlations on sparse graphs.