Examples of computation of exact moment dynamics for chemical reaction networks
Eduardo D. Sontag
TL;DR
This paper reviews methods for exactly computing moment dynamics in stochastic chemical reaction networks, focusing on feedforward and complex-balanced systems, providing a unified overview of existing results.
Contribution
It offers a unified review of techniques for computing moments in two key classes of stochastic chemical reaction networks, enhancing understanding of their dynamics.
Findings
Effective computation of moments for feedforward networks
Effective computation of moments for complex-balanced networks
Unified presentation of existing results
Abstract
We review in a unified way results for two types of stochastic chemical reaction systems for which moments can be effectively computed: feedforward networks and complex-balanced networks.
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Taxonomy
TopicsGene Regulatory Network Analysis · Receptor Mechanisms and Signaling · Spectroscopy and Quantum Chemical Studies