The isochronal phase of stochastic PDE and integral equations: Metastability and other properties

Zachary P. Adams, James MacLaurin

Research output: Contribution to journalArticlepeer-review

2 Scopus citations

Abstract

We study the dynamics of waves, oscillations, and other spatio-temporal patterns in stochastic evolution systems, including SPDE and stochastic integral equations. Representing a given pattern as a smooth, stable invariant manifold of the deterministic dynamics, we reduce the stochastic dynamics to a finite dimensional SDE on this manifold using the isochronal phase. The isochronal phase is defined by mapping a neighborhood of the manifold onto the manifold itself, analogous to the isochronal phase defined for finite-dimensional oscillators by A.T. Winfree and J. Guckenheimer. We then determine a probability measure that indicates the average position of the stochastic perturbation of the pattern/wave as it wanders over the manifold. It is proved that this probability measure is accurate on time-scales greater than O(σ−2), but less than O(exp⁡(Cσ−2)), where σ≪1 is the amplitude of the stochastic perturbation. Moreover, using this measure, we determine the expected velocity of the difference between the deterministic and stochastic motion on the manifold.

Original languageEnglish (US)
Pages (from-to)773-816
Number of pages44
JournalJournal of Differential Equations
Volume414
DOIs
StatePublished - Jan 5 2025

All Science Journal Classification (ASJC) codes

  • Analysis
  • Applied Mathematics

Keywords

  • Isochrons
  • Itô's lemma
  • Metastability
  • Neural field equations
  • Spiral waves
  • Traveling waves

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