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.
Authors
- Yuliy Baryshnikov (ORCID: https://orcid.org/0000-0003-4801-173X)
Institutions
- University of Illinois Urbana-Champaign (US)
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
Funders
- National Science Foundation
- Multidisciplinary University Research Initiative