Stochastic Geometry: Percolation, Tesselations, Gaussian Fields and Point Processes

Stochastic Geometry: Percolation, Tesselations, Gaussian Fields and Point Processes

by Hermine Biermé
Epub (Kobo), Epub (Adobe)
Publication Date: 01/09/2025

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This volume covers a broad spectrum of topics in stochastic geometry, including percolation, tessellations, Gaussian fields and point processes. Based on lectures given at the Stochastic Geometry Days held by the Stochastic Geometry Research Group from 2019 to 2022, the book opens with an introduction to Russo–Seymour–Welsh theory for the study of percolation, before going on to explore random tessellations and their applications, the geometry of Gaussian random fields, and the zeros of analytic Gaussian fields. This discussion naturally leads to the concept of determinantal point processes, whose applications in signal processing are the focus of the final chapter. Providing a unique and accessible overview of active fields in stochastic geometry, their tools and models, this collection of lectures will encourage further research and applications.

ISBN:
9783031872648
9783031872648
Category:
Stochastics
Format:
Epub (Kobo), Epub (Adobe)
Publication Date:
01-09-2025
Language:
English
Publisher:
Springer Nature Switzerland

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