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Survival probability of stochastic processes beyond persistence exponents

Author

Listed:
  • N. Levernier

    (University of Geneva)

  • M. Dolgushev

    (CNRS/Sorbonne Université, 4 Place Jussieu)

  • O. Bénichou

    (CNRS/Sorbonne Université, 4 Place Jussieu)

  • R. Voituriez

    (CNRS/Sorbonne Université, 4 Place Jussieu
    CNRS/Sorbonne Université)

  • T. Guérin

    (University of Bordeaux, Unité Mixte de Recherche 5798, CNRS)

Abstract

For many stochastic processes, the probability $$S(t)$$ S ( t ) of not-having reached a target in unbounded space up to time $$t$$ t follows a slow algebraic decay at long times, $$S(t) \sim {S}_{0}/{t}^{\theta }$$ S ( t ) ~ S 0 ∕ t θ . This is typically the case of symmetric compact (i.e. recurrent) random walks. While the persistence exponent $$\theta$$ θ has been studied at length, the prefactor $${S}_{0}$$ S 0 , which is quantitatively essential, remains poorly characterized, especially for non-Markovian processes. Here we derive explicit expressions for $${S}_{0}$$ S 0 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 $${S}_{0}$$ S 0 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.

Suggested Citation

  • N. Levernier & M. Dolgushev & O. Bénichou & R. Voituriez & T. Guérin, 2019. "Survival probability of stochastic processes beyond persistence exponents," Nature Communications, Nature, vol. 10(1), pages 1-7, December.
  • Handle: RePEc:nat:natcom:v:10:y:2019:i:1:d:10.1038_s41467-019-10841-6
    DOI: 10.1038/s41467-019-10841-6
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    Cited by:

    1. A. Barbier-Chebbah & O. Bénichou & R. Voituriez & T. Guérin, 2024. "Long-term memory induced correction to Arrhenius law," Nature Communications, Nature, vol. 15(1), pages 1-7, December.
    2. N. Levernier & T. V. Mendes & O. Bénichou & R. Voituriez & T. Guérin, 2022. "Everlasting impact of initial perturbations on first-passage times of non-Markovian random walks," Nature Communications, Nature, vol. 13(1), pages 1-7, December.

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