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

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Itô, Stratonovich, and zoom-in schemes in stochastic inflation. / Tomberg, Eemeli.
In: Journal of Cosmology and Astroparticle Physics, Vol. 2025, No. 04, 30.04.2025.

Research output: Contribution to Journal/MagazineJournal articlepeer-review

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Tomberg E. Itô, Stratonovich, and zoom-in schemes in stochastic inflation. Journal of Cosmology and Astroparticle Physics. 2025 Apr 30;2025(04). doi: 10.1088/1475-7516/2025/04/035

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Tomberg, Eemeli. / Itô, Stratonovich, and zoom-in schemes in stochastic inflation. In: Journal of Cosmology and Astroparticle Physics. 2025 ; Vol. 2025, No. 04.

Bibtex

@article{9338b445a5804165baf8ea6e7c3c4755,
title = "It{\^o}, Stratonovich, and zoom-in schemes in stochastic inflation",
abstract = "The It{\^o} 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 It{\^o} 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 ΔN formalism. It informs the numerical implementation of stochastic inflation and is a building block for a first-principles derivation of the stochastic equations.",
keywords = "Cosmological perturbation theory in GR and beyond, inflation",
author = "Eemeli Tomberg",
year = "2025",
month = apr,
day = "30",
doi = "10.1088/1475-7516/2025/04/035",
language = "English",
volume = "2025",
journal = "Journal of Cosmology and Astroparticle Physics",
issn = "1475-7516",
publisher = "IOP Publishing",
number = "04",

}

RIS

TY - JOUR

T1 - Itô, Stratonovich, and zoom-in schemes in stochastic inflation

AU - Tomberg, Eemeli

PY - 2025/4/30

Y1 - 2025/4/30

N2 - 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 ΔN formalism. It informs the numerical implementation of stochastic inflation and is a building block for a first-principles derivation of the stochastic equations.

AB - 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 ΔN formalism. It informs the numerical implementation of stochastic inflation and is a building block for a first-principles derivation of the stochastic equations.

KW - Cosmological perturbation theory in GR and beyond

KW - inflation

U2 - 10.1088/1475-7516/2025/04/035

DO - 10.1088/1475-7516/2025/04/035

M3 - Journal article

VL - 2025

JO - Journal of Cosmology and Astroparticle Physics

JF - Journal of Cosmology and Astroparticle Physics

SN - 1475-7516

IS - 04

ER -