Back to Search Start Over

Quasi-stationary distribution for the Langevin process in cylindrical domains, part I: existence, uniqueness and long-time convergence

Authors :
Julien Reygner
Mouad Ramil
Tony Lelièvre
Centre d'Enseignement et de Recherche en Mathématiques et Calcul Scientifique (CERMICS)
École des Ponts ParisTech (ENPC)
MATHematics for MatERIALS (MATHERIALS)
École des Ponts ParisTech (ENPC)-École des Ponts ParisTech (ENPC)-Inria de Paris
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)
Mouad Ramil is supported by the Région Ile-de- France through a PhD fel-lowship of the Domaine d’Intérêt Majeur (DIM) Math Innov. This work also benefited from the support of the projects ANR EFI (ANR-17-CE40-0030) and ANR QuAMProcs (ANR-19-CE40-0010) from the French National Research Agency. Finally, Tony Lelièvre has received funding from the European Research-Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (grant agreement No 810367), project EMC2.
ANR-17-CE40-0030,EFI,Entropie, flots, inégalités(2017)
ANR-19-CE40-0010,QuAMProcs,Analyse Quantitative de Processus Metastables(2019)
European Project: 810367,EMC2(2019)
Inria de Paris
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre d'Enseignement et de Recherche en Mathématiques et Calcul Scientifique (CERMICS)
École des Ponts ParisTech (ENPC)-École des Ponts ParisTech (ENPC)
Source :
Stochastic Processes and their Applications., Stochastic Processes and their Applications, Stochastic Processes and their Applications, Elsevier, In press, 144, pp.173-201, Stochastic Processes and their Applications, 2022, 144, pp.173-201. ⟨10.1016/j.spa.2021.11.005⟩
Publication Year :
2022

Abstract

Consider the Langevin process, described by a vector (position,momentum) in $\mathbb{R}^{d}\times\mathbb{R}^d$. Let $\mathcal O$ be a $\mathcal{C}^2$ open bounded and connected set of $\mathbb{R}^d$. We prove the compactness of the semigroup of the Langevin process absorbed at the boundary of the domain $D:=\mathcal{O}\times\mathbb{R}^d$. We then obtain the existence of a unique quasi-stationary distribution (QSD) for the Langevin process on $D$. We also provide a spectral interpretation of this QSD and obtain an exponential convergence of the Langevin process conditioned on non-absorption towards the QSD.

Details

ISSN :
03044149 and 1879209X
Database :
OpenAIRE
Journal :
Stochastic Processes and their Applications.
Accession number :
edsair.doi.dedup.....4188d776d535e400a2f03c05e9a3967f
Full Text :
https://doi.org/10.1016/j.spa.2021.11.005