Inspired by issues of formal kinetics in materials science, we consider a class of processes with density with respect to an inhomogeneous finite Poisson point process, which may be regarded as a generalization of the classical Strauss hard-core process. We prove expressions for the intensity measure and the void probabilities, together with upper and lower bounds. A discussion on some special cases of interest, links with literature and a comparison between Matern I and Strauss hard-core process are also provided. We apply such a special class of point processes in modeling patterns of non-overlapping grains and in the study of the mean volume density of particular birth-and-growth processes.
On a special class of gibbs hard-core point processes modeling random patterns of non-overlapping grains / S. Sabatini, E. Villa. - In: STOCHASTIC ANALYSIS AND APPLICATIONS. - ISSN 0736-2994. - 42:2(2024), pp. 386-413. [10.1080/07362994.2023.2262551]
On a special class of gibbs hard-core point processes modeling random patterns of non-overlapping grains
E. Villa
2024
Abstract
Inspired by issues of formal kinetics in materials science, we consider a class of processes with density with respect to an inhomogeneous finite Poisson point process, which may be regarded as a generalization of the classical Strauss hard-core process. We prove expressions for the intensity measure and the void probabilities, together with upper and lower bounds. A discussion on some special cases of interest, links with literature and a comparison between Matern I and Strauss hard-core process are also provided. We apply such a special class of point processes in modeling patterns of non-overlapping grains and in the study of the mean volume density of particular birth-and-growth processes.File | Dimensione | Formato | |
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