The instanton method and its numerical implementation in fluid mechanics. (21st August 2015)

• Record Type: Journal Article
• Authors: Grafke, Tobias; Grauer, Rainer; Schäfer, Tobias
• Is Part Of: Journal of physics. Volume 48:Number 33(2015)
• Page Start: 483
• Page End: 536
• Publication Date: 2015-08-21
• Subjects: Mathematical physics -- Periodicals; Statistical physics -- Periodicals; Quantum theory -- Periodicals; Matter -- Properties -- Periodicals; 530.105
• DOI: 10.1088/1751-8113/48/33/333001
• Languages: English
• ISSNs: 1751-8113

Abstract

<abstract> <title>Abstract</title> <p>A precise characterization of structures occurring in turbulent fluid flows at high Reynolds numbers is one of the last open problems of classical physics. In this review we discuss recent developments related to the application of instanton methods to turbulence. Instantons are saddle point configurations of the underlying path integrals. They are equivalent to minimizers of the related Freidlin–Wentzell action and known to be able to characterize rare events in such systems. While there is an impressive body of work concerning their analytical description, this review focuses on the question on how to compute these minimizers numerically. In a short introduction we present the relevant mathematical and physical background before we discuss the stochastic Burgers equation in detail. We present algorithms to compute instantons numerically by an efficient solution of the corresponding Euler–Lagrange equations. A second focus is the discussion of a recently developed numerical filtering technique that allows to extract instantons from direct numerical simulations. In the following we present modifications of the algorithms to make them efficient when applied to two- or three-dimensional (2D or 3D) fluid dynamical problems. We illustrate these ideas using the 2D Burgers equation and the 3D Navier–Stokes equations.</p> </abstract>