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math.PR2024
Accuracy of the Graphon Mean Field Approximation for Interacting Particle Systems
Sebastian Allmeier, Nicolas Gast
We consider a system of particles whose interactions are characterized by a (weighted) graph . Each particle is a node of the graph with an internal state. The state chang…
math.PR2022★ 4 cited
Bias and Refinement of Multiscale Mean Field Models
Sebastian Allmeier, Nicolas Gast
Mean field approximation is a powerful technique which has been used in many settings to study large-scale stochastic systems. In the case of two-timescale systems, the approximati…