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cs.DS2022
Using random graphs to sample repulsive Gibbs point processes with arbitrary-range potentials
Tobias Friedrich, Andreas Göbel, Maximilian Katzmann +2
We study computational aspects of repulsive Gibbs point processes, which are probabilistic models of interacting particles in a finite-volume region of space. We introduce an appro…
cs.DS2021
Algorithms for hard-constraint point processes via discretization
Tobias Friedrich, Andreas Göbel, Maximilian Katzmann +2
We study algorithmic applications of a natural discretization for the hard-sphere model and the Widom-Rowlinson model in a region . These models are…