English

A universal property of random trajectories in bounded domains

Mathematical Physics 2025-11-04 v3 math.MP Probability

Abstract

The celebrated invariance property states that particles entering a bounded domain, with isotropic and uniform incidence, spend on average =4V/S\langle \ell \rangle=4V/S length inside, no matter how they scatter. We show that this remarkable property is merely the infinite-length limit of an even broader law: for any curves randomly placed and oriented in space -- stochastic or deterministic, generated by ballistic or diffusive dynamics, with possible stopping or branching, in two or more dimensions -- 1=1L+1σ \displaystyle \frac{1}{\langle \ell \rangle}= \frac{1}{\langle L\rangle}+ \frac{1}{\langle \sigma \rangle} , with \langle\ell\rangle its mean in-domain path, L\langle L\rangle its mean total length, and σ\langle\sigma\rangle the mean chord of the domain, a known geometric quantity related to the volume-to-surface ratio. 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 micro-channels, cosmic rays in molecular clouds, or neutron chains in nuclear reactors. Monte-Carlo simulations spanning straight needles, Y-shapes, and isotropic random walks in 2D and 3D confirm the universality and demonstrate how a local measurement of \langle \ell \rangle yields L\langle L\rangle without ever tracking the full trajectory.

Keywords

Cite

@article{arxiv.2011.06343,
  title  = {A universal property of random trajectories in bounded domains},
  author = {Tiziano Binzoni and Eric Dumonteil and Alain Mazzolo},
  journal= {arXiv preprint arXiv:2011.06343},
  year   = {2025}
}

Comments

9 pages, 6 figures proof simplified, 2d case fully treated, Monte Carlo simulations added