Product-form Poisson conjecture for binary reaction networks
Product-form Poisson conjecture for binary reaction networks
Let a reaction network have complexes satisfying , and let the initial distribution of its stochastically modeled process be a product of Poisson distributions. Let solve the mass-action equation, and let be the diffusion matrix defined by
Product-form Poisson conjecture. If , then the distribution of the process is a product of Poisson distributions for all time.
This conjecture asserts that, for binary reaction networks with Poisson product-form initial data, vanishing diffusion in the associated Fokker–Planck representation preserves the product-form Poisson law along the deterministic mass-action trajectory. The source presents this as a conjectural consequence of the Poisson representation; its resolution is not established in the supplied text.
Sources & referencesView supporting material
Primary source
David F. Anderson, David Schnoerr and Chaojie Yuan, “Time-dependent product-form Poisson distributions for reaction networks with higher order complexes”, arXiv:1904.11583 (2019).
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