English

Propagator norm and sharp decay estimates for Fokker-Planck equations with linear drift

Analysis of PDEs 2021-09-24 v2

Abstract

We are concerned with the short- and large-time behavior of the L2L^2-propagator norm of Fokker-Planck equations with linear drift, i.e. tf=divx(Dxf+Cxf)\partial_t f=\mathrm{div}_{x}{(D \nabla_x f+Cxf)}. With a coordinate transformation these equations can be normalized such that the diffusion and drift matrices are linked as D=CSD=C_S, the symmetric part of CC. The main result of this paper (Theorem 3.4) is the connection between normalized Fokker-Planck equations and their drift-ODE x˙=Cx\dot x=-Cx: Their L2L^2-propagator norms actually coincide. This implies that optimal decay estimates on the drift-ODE (w.r.t. both the maximum exponential decay rate and the minimum multiplicative constant) carry over to sharp exponential decay estimates of the Fokker-Planck solution towards the steady state. A second application of the theorem regards the short time behaviour of the solution: The short time regularization (in some weighted Sobolev space) is determined by its hypocoercivity index, which has recently been introduced for Fokker-Planck equations and ODEs (see [5, 1, 2]). In the proof we realize that the evolution in each invariant spectral subspace can be represented as an explicitly given, tensored version of the corresponding drift-ODE. In fact, the Fokker-Planck equation can even be considered as the second quantization of x˙=Cx\dot x=-Cx.

Keywords

Cite

@article{arxiv.2003.01405,
  title  = {Propagator norm and sharp decay estimates for Fokker-Planck equations with linear drift},
  author = {Anton Arnold and Christian Schmeiser and Beatrice Signorello},
  journal= {arXiv preprint arXiv:2003.01405},
  year   = {2021}
}

Comments

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R2 v1 2026-06-23T14:01:44.556Z