Universal property of random trajectories in bounded domains

Can we deduce the total length of a random trajectory by observing only its local path segments within a confined domain? Surprisingly, the answer is yes-for curves randomly placed and oriented in space, whether stochastic or deterministic; generated by ballistic or diffusive dynamics; possibly interrupted by stopping or branching; and in two or more dimensions. More precisely, the mean total length 〈L〉 relates to the mean in-domain path length 〈ℓ〉 and the mean chord length of the domain 〈σ〉 via the following simple and universal relation:1/〈ℓ〉=1/〈L〉+1/〈σ〉.Here, 〈σ〉 is a purely geometric quantity, dependent only on the volume-to-surface ratio of the domain. Derived solely from the kinematic formula of integral geometry, the result is independent of step-length statistics, memory, absorption, and branching, making it equally relevant to photons in turbid tissue, active bacteria in microchannels, cosmic rays in molecular clouds, or neutron chains in nuclear reactors. Monte Carlo simulations spanning straight needles, Y shapes, and isotropic random walks in two and and three dimensions confirm the universality and demonstrate how a local measurement of 〈ℓ〉 yields 〈L〉 without ever tracking the full trajectory.

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Publication Details

Journal
Physical review. E
Published
2025-10-03
DOI
https://doi.org/10.1103/dng6-9519
Primary Topic
Micro and Nano Robotics
Type
article
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article

Universal property of random trajectories in bounded domains

Alain Mazzolo, Éric Dumonteil, Tiziano Binzoni
Physical review. E
Micro and Nano Robotics
article

Universal property of random trajectories in bounded domains

Alain Mazzolo, Éric Dumonteil, Tiziano Binzoni
article en

Abstract

Can we deduce the total length of a random trajectory by observing only its local path segments within a confined domain? Surprisingly, the answer is yes-for curves randomly placed and oriented in space, whether stochastic or deterministic; generated by ballistic or diffusive dynamics; possibly interrupted by stopping or branching; and in two or more dimensions. More precisely, the mean total length 〈L〉 relates to the mean in-domain path length 〈ℓ〉 and the mean chord length of the domain 〈σ〉 via the following simple and universal relation:1/〈ℓ〉=1/〈L〉+1/〈σ〉.Here, 〈σ〉 is a purely geometric quantity, dependent only on the volume-to-surface ratio of the domain. Derived solely from the kinematic formula of integral geometry, the result is independent of step-length statistics, memory, absorption, and branching, making it equally relevant to photons in turbid tissue, active bacteria in microchannels, cosmic rays in molecular clouds, or neutron chains in nuclear reactors. Monte Carlo simulations spanning straight needles, Y shapes, and isotropic random walks in two and and three dimensions confirm the universality and demonstrate how a local measurement of 〈ℓ〉 yields 〈L〉 without ever tracking the full trajectory.

Physical review. EVol. 112(4)
Commissariat à l'Énergie Atomique et aux Énergies Alternatives (FR), Université Paris-Saclay (FR), University Hospital of Geneva (CH), CEA Paris-Saclay (FR), Institut de Recherche sur les Lois Fondamentales de l'Univers (FR)
Openalex Percentile: Top 83%
Micro and Nano Robotics
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