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Large Deviations and Gradient Flows for the Brownian One-Dimensional Hard-Rod System
Faculteit Wiskunde en Informatica, Technische Universiteit Eindhoven, Eindhoven, Noord-Brabant, Netherlands.
Department of Mathematics, Technion - IIT, Haifa, 3200003, Israel.
KTH, School of Engineering Sciences (SCI), Mathematics (Dept.), Mathematical Statistics.ORCID iD: 0000-0001-8702-2293
2023 (English)In: Potential Analysis, ISSN 0926-2601, E-ISSN 1572-929X, Vol. 58, no 1, p. 71-121Article in journal (Refereed) Published
Abstract [en]

We study a system of hard rods of finite size in one space dimension, which move by Brownian noise while avoiding overlap. We consider a scaling in which the number of particles tends to infinity while the volume fraction of the rods remains constant; in this limit the empirical measure of the rod positions converges almost surely to a deterministic limit evolution. We prove a large-deviation principle on path space for the empirical measure, by exploiting a one-to-one mapping between the hard-rod system and a system of non-interacting particles on a contracted domain. The large-deviation principle naturally identifies a gradient-flow structure for the limit evolution, with clear interpretations for both the driving functional (an ‘entropy’) and the dissipation, which in this case is the Wasserstein dissipation. This study is inspired by recent developments in the continuum modelling of multiple-species interacting particle systems with finite-size effects; for such systems many different modelling choices appear in the literature, raising the question how one can understand such choices in terms of more microscopic models. The results of this paper give a clear answer to this question, albeit for the simpler one-dimensional hard-rod system. For this specific system this result provides a clear understanding of the value and interpretation of different modelling choices, while giving hints for more general systems.

Place, publisher, year, edition, pages
Springer Nature , 2023. Vol. 58, no 1, p. 71-121
Keywords [en]
Brownian motion, Continuum limit, Hard-rod, Hard-sphere, Large deviations, Steric interaction, Volume exclusion
National Category
Probability Theory and Statistics
Identifiers
URN: urn:nbn:se:kth:diva-310625DOI: 10.1007/s11118-021-09933-0ISI: 000672266000001Scopus ID: 2-s2.0-85110699583OAI: oai:DiVA.org:kth-310625DiVA, id: diva2:1650090
Note

QC 20250327

Available from: 2022-04-06 Created: 2022-04-06 Last updated: 2025-03-27Bibliographically approved

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Nyquist, Pierre

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