Brownian motions, persistent homology and chirality

Abstract Interactions of the maxima and minima of the univariate functions appear in combinatorics as Dyck paths, and in topological data analysis as persistent homology. We study these descriptors for Brownian motions with drift, deriving the intensity measure and correlation functions for the persistence diagram point process $$\textbf{PH}_0$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:msub> <mml:mi>PH</mml:mi> <mml:mn>0</mml:mn> </mml:msub> </mml:math> , and quantifying the intrinsic asymmetries in the coupling of maxima and minima.

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Publication Details

Journal
Journal of Applied and Computational Topology
Published
2025-11-25
DOI
https://doi.org/10.1007/s41468-025-00224-w
Primary Topic
Topological and Geometric Data Analysis
Type
article
Field-Weighted Citation Impact
0.00

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article

Brownian motions, persistent homology and chirality

Yuliy Baryshnikov
Journal of Applied and Computational Topology
Topological and Geometric Data Analysis
article

Brownian motions, persistent homology and chirality

Yuliy Baryshnikov
article en

Abstract

Abstract Interactions of the maxima and minima of the univariate functions appear in combinatorics as Dyck paths, and in topological data analysis as persistent homology. We study these descriptors for Brownian motions with drift, deriving the intensity measure and correlation functions for the persistence diagram point process $$\textbf{PH}_0$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:msub> <mml:mi>PH</mml:mi> <mml:mn>0</mml:mn> </mml:msub> </mml:math> , and quantifying the intrinsic asymmetries in the coupling of maxima and minima.

Journal of Applied and Computational TopologyVol. 9(4)
University of Illinois Urbana-Champaign (US)
National Science Foundation, Multidisciplinary University Research Initiative
Openalex Percentile: Top 63%
Topological and Geometric Data Analysis
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