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Space-dependent diffusion with stochastic resetting: A first-passage study

Somrita Ray

2020The Journal of Chemical Physics49 citationsDOIOpen Access PDF

Abstract

We explore the effect of stochastic resetting on the first-passage properties of space-dependent diffusion in the presence of a constant bias. In our analytically tractable model system, a particle diffusing in a linear potential U(x) ∝ μ|x| with a spatially varying diffusion coefficient D(x) = D0|x| undergoes stochastic resetting, i.e., returns to its initial position x0 at random intervals of time, with a constant rate r. Considering an absorbing boundary placed at xa < x0, we first derive an exact expression of the survival probability of the diffusing particle in the Laplace space and then explore its first-passage to the origin as a limiting case of that general result. In the limit xa → 0, we derive an exact analytic expression for the first-passage time distribution of the underlying process. Once resetting is introduced, the system is observed to exhibit a series of dynamical transitions in terms of a sole parameter, ν≔(1+μD0−1), that captures the interplay of the drift and the diffusion. Constructing a full phase diagram in terms of ν, we show that for ν < 0, i.e., when the potential is strongly repulsive, the particle can never reach the origin. In contrast, for weakly repulsive or attractive potential (ν > 0), it eventually reaches the origin. Resetting accelerates such first-passage when ν < 3 but hinders its completion for ν > 3. A resetting transition is therefore observed at ν = 3, and we provide a comprehensive analysis of the same. The present study paves the way for an array of theoretical and experimental works that combine stochastic resetting with inhomogeneous diffusion in a conservative force field.

Topics & Concepts

Statistical physicsDiffusionConstant (computer programming)Position (finance)Limit (mathematics)Laplace transformMathematicsSeries (stratigraphy)First-hitting-time modelParticle (ecology)PhysicsPhase spaceAnomalous diffusionStochastic processLimitingBoundary (topology)Space (punctuation)Boundary value problemExpression (computer science)Probability distributionStochastic modellingPhase diagramDistribution (mathematics)Mathematical analysisParticle systemParameter spaceRandom walkPhase (matter)Fick's laws of diffusionDiagramTransition rate matrixStationary distributionPhase transitionSign (mathematics)Diffusion and Search Dynamicsstochastic dynamics and bifurcationMathematical and Theoretical Epidemiology and Ecology Models
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