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Survival probability of stochastic processes beyond persistence exponents

  • N. Levernier
  • , M. Dolgushev
  • , O. Bénichou
  • , R. Voituriez
  • , T. Guérin
  • University of Geneva
  • Sorbonne Université
  • Univ. Bordeaux

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30 Citations (Scopus)

Résumé

For many stochastic processes, the probability S(t) of not-having reached a target in unbounded space up to time t follows a slow algebraic decay at long times, S(t) ~ S∕ tθ. This is typically the case of symmetric compact (i.e. recurrent) random walks. While the persistence exponent θ has been studied at length, the prefactor S, which is quantitatively essential, remains poorly characterized, especially for non-Markovian processes. Here we derive explicit expressions for S for a compact random walk in unbounded space by establishing an analytic relation with the mean first-passage time of the same random walk in a large confining volume. Our analytical results for S are in good agreement with numerical simulations, even for strongly correlated processes such as Fractional Brownian Motion, and thus provide a refined understanding of the statistics of longest first-passage events in unbounded space.

langue originaleAnglais
Numéro d'article2990
journalNature Communications
Volume10
Numéro de publication1
Les DOIs
étatPublié - 1 déc. 2019

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