Itô, Stratonovich, and zoom-in schemes in stochastic inflation

Abstract The Itô and Stratonovich approaches are two ways to integrate stochastic differential equations. Detailed knowledge of the origin of the stochastic noise is needed to determine which approach suits a particular problem. I discuss this topic pedagogically in stochastic inflation, where the noise arises from a changing comoving coarse-graining scale or, equivalently, from `zooming in' into inflating space. I introduce a zoom-in scheme where deterministic evolution alternates with instantaneous zoom-in steps. I show that this alternating zoom-in scheme is equivalent to the Itô approach in the Markovian limit, while the Stratonovich approach doesn't have a similar interpretation. In the full non-Markovian setup, the difference vanishes. The framework of zoom-in schemes clarifies the relationship between computations in stochastic inflation, linear perturbation theory, and the classical Δ N formalism. It informs the numerical implementation of stochastic inflation and is a building block for a first-principles derivation of the stochastic equations.

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Publication Details

Journal
Journal of Cosmology and Astroparticle Physics
Published
2025-04-01
DOI
https://doi.org/10.1088/1475-7516/2025/04/035
Citations
3
Primary Topic
Stochastic processes and financial applications
Type
article
Field-Weighted Citation Impact
6.62
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article

Itô, Stratonovich, and zoom-in schemes in stochastic inflation

Eemeli Tomberg
3 citations
Journal of Cosmology and Astroparticle Physics
Stochastic processes and financial applications
6.62
article

Itô, Stratonovich, and zoom-in schemes in stochastic inflation

Eemeli Tomberg
article en
3 citations

Abstract

Abstract The Itô and Stratonovich approaches are two ways to integrate stochastic differential equations. Detailed knowledge of the origin of the stochastic noise is needed to determine which approach suits a particular problem. I discuss this topic pedagogically in stochastic inflation, where the noise arises from a changing comoving coarse-graining scale or, equivalently, from `zooming in' into inflating space. I introduce a zoom-in scheme where deterministic evolution alternates with instantaneous zoom-in steps. I show that this alternating zoom-in scheme is equivalent to the Itô approach in the Markovian limit, while the Stratonovich approach doesn't have a similar interpretation. In the full non-Markovian setup, the difference vanishes. The framework of zoom-in schemes clarifies the relationship between computations in stochastic inflation, linear perturbation theory, and the classical Δ N formalism. It informs the numerical implementation of stochastic inflation and is a building block for a first-principles derivation of the stochastic equations.

Journal of Cosmology and Astroparticle PhysicsVol. 2025(04)
Lancaster University (GB)
Openalex Percentile: Top 4%
Stochastic processes and financial applications
6.62
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Itô, Stratonovich, and zoom-in schemes in stochastic inflation — Eemeli Tomberg · Journal of Cosmology and Astroparticle Physics (2025) | TGRS Research Map | TGRS