Eyring-Kramers Law for the Underdamped Langevin Process

Consider the underdamped Langevin process $(q(t),p(t))_{t\geq0}$ in $\R^d\times\R^d$. We derive the low-temperature asymptotic of its mean-transition time between basins of attraction for a double-well potential. This asymptotic is called Eyring-Kramers law and often relies in the literature on Potential theory tools which are ill-defined for hypoelliptic processes like the underdamped Langevin process. In this work, we implement a novel approach which circumvents the use of these traditional methods.

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Journal
arXiv (Cornell University)
Published
2025-03-16
Primary Topic
stochastic dynamics and bifurcation
Type
article
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article

Eyring-Kramers Law for the Underdamped Langevin Process

Mouad Ramil, Seung-Woo Lee, Insuk Seo
arXiv (Cornell University)
stochastic dynamics and bifurcation
article

Eyring-Kramers Law for the Underdamped Langevin Process

Mouad Ramil, Seung-Woo Lee, Insuk Seo
article en

Abstract

Consider the underdamped Langevin process $(q(t),p(t))_{t\geq0}$ in $\R^d\times\R^d$. We derive the low-temperature asymptotic of its mean-transition time between basins of attraction for a double-well potential. This asymptotic is called Eyring-Kramers law and often relies in the literature on Potential theory tools which are ill-defined for hypoelliptic processes like the underdamped Langevin process. In this work, we implement a novel approach which circumvents the use of these traditional methods.

arXiv (Cornell University)
Korea Institute for Advanced Study (KR), Seoul National University (KR), Institut de recherche mathématique de Rennes (FR), Université de Rennes (FR)
Openalex Percentile: Top 78%
stochastic dynamics and bifurcation
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