April 5, 2013
Journal Article

Probability Density Function Method for Langevin Equations with Colored Noise

Abstract

We present a novel method to derive closed-form, computable PDF equations for Langevin systems with colored noise. The derived equations govern the dynamics of joint or marginal probability density functions (PDFs) of state variables, and rely on a so-called Large-Eddy-Diffusivity (LED) closure. We demonstrate the accuracy of the proposed PDF method for linear and nonlinear Langevin equations, describing the classical Brownian displacement and dispersion in porous media.

Revised: April 8, 2013 | Published: April 5, 2013

Citation

Wang P., A.M. Tartakovsky, and D.M. Tartakovsky. 2013. Probability Density Function Method for Langevin Equations with Colored Noise. Physical Review Letters 110, no. 14:Article No. 140602. PNNL-SA-91682. doi:10.1103/PhysRevLett.110.140602