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Long Time Accuracy of Lie--Trotter Splitting Methods for Langevin Dynamics
Author(s) -
Assyr Abdulle,
Gilles Vilmart,
Konstantinos C. Zygalakis
Publication year - 2015
Publication title -
siam journal on numerical analysis
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.78
H-Index - 134
eISSN - 1095-7170
pISSN - 0036-1429
DOI - 10.1137/140962644
Subject(s) - mathematics , ergodic theory , langevin dynamics , invariant measure , nonlinear system , invariant (physics) , statistical physics , numerical analysis , measure (data warehouse) , langevin equation , mathematical analysis , mathematical physics , physics , quantum mechanics , computer science , statistics , database
to appear in SIAM J. Numer. Anal., 23 pagesInternational audienceA new characterization of sufficient conditions for the Lie-Trotter splitting to capture the numerical invariant measure of nonlinear ergodic Langevin dynamics up to an arbitrary order is discussed. Our characterization relies on backward error analysis and needs weaker assumptions than assumed so far in the literature. In particular, neither high weak order of the splitting scheme nor symplecticity are necessary to achieve high order approximation of the invariant measure of the Langevin dynamics. Numerical experiments confirm our theoretical findings

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