English

Metastability and time scales for parabolic equations with drift 1: the first time scale

Probability 2024-08-13 v2 Statistical Mechanics Analysis of PDEs

Abstract

Consider the elliptic operator given by Lϵf=bf+ϵΔf \mathscr{L}_{\epsilon}f= {b} \cdot \nabla f + \epsilon \Delta f for some smooth vector field b ⁣:RdRd b\colon \mathbb R^d \to\mathbb R^d and a small parameter ϵ>0\epsilon>0. Consider the initial-valued problem {tuϵ=Lϵuϵ,uϵ(0,)=u0(), \left\{ \begin{aligned} &\partial_ t u_\epsilon = \mathscr L_\epsilon u_\epsilon,\\ &u_\epsilon (0, \cdot) = u_0(\cdot), \end{aligned} \right. for some bounded continuous function u0u_0. Denote by M0\mathcal M_0 the set of critical points of bb which are stable stationary points for the ODE x˙(t)=b(x(t))\dot x (t) = b (x(t)). Under the hypothesis that M0\mathcal M_0 is finite and b=(U+) b = -(\nabla U + \ell), where \ell is a divergence-free field orthogonal to U\nabla U, the main result of this article states that there exist a time-scale θϵ(1)\theta^{(1)}_\epsilon, θϵ(1)\theta^{(1)}_\epsilon \to \infty as ϵ0\epsilon \rightarrow 0, and a Markov semigroup {pt:t0}\{p_t : t\ge 0\} defined on M0\mathcal M_0 such that limϵ0uϵ(tθϵ(1),x)=mM0pt(m,m)u0(m), \lim_{\epsilon\to 0} u_\epsilon (t\theta^{(1)}_\epsilon, x) =\sum_{m'\in \mathcal M_0} p_t(m, m')\, u_0( m'), for all t>0t>0 and x x in the domain of attraction of mm for the ODE x˙(t)=b(x(t))\dot{x}(t)= b( x(t)). The time scale θ(1)\theta^{(1)} is critical in the sense that, for all time scale ϱϵ\varrho_\epsilon such that ϱϵ\varrho_\epsilon \to \infty, ϱϵ/θϵ(1)0\varrho_\epsilon/\theta^{(1)}_\epsilon \to 0, limϵ0uϵ(ϱϵ,x)=u0(m) \lim_{\epsilon\to 0} u_\epsilon (\varrho_\epsilon, x)=u_0(m) for all xD(m)x \in \mathcal D(m). Namely, θϵ(1)\theta_\epsilon^{(1)} is the first scale at which the solution to the initial-valued problem starts to change. In a companion paper [Landim, Lee, Seo, forthcoming] we extend this result finding all critical time-scales at which the solution uϵu_\epsilon evolves smoothly in time and we show that the solution uϵu_\epsilon is expressed in terms of the semigroup of some Markov chain taking values in sets formed by unions of critical points of bb.

Keywords

Cite

@article{arxiv.2309.05546,
  title  = {Metastability and time scales for parabolic equations with drift 1: the first time scale},
  author = {Claudio Landim and Jungkyoung Lee and Insuk Seo},
  journal= {arXiv preprint arXiv:2309.05546},
  year   = {2024}
}

Comments

60 pages, 3 figures