The probability density function to the random linear transport equation

We present a formula to calculate the probability density function of the solution of the random linear transport equation in terms of the density functions of the velocity and the initial condition. We also present an expression for the joint probability density function of the solution in two different points. Our results have shown good agreement with Monte Carlo simulations.

[1]  Fábio Antonio Dorini,et al.  Statistical moments of the random linear transport equation , 2008, J. Comput. Phys..

[2]  James Glimm,et al.  Stochastic partial differential equations: Selected applications in continuum physics , 1999 .

[3]  Seifedine Kadry On the generalization of probabilistic transformation method , 2007, Appl. Math. Comput..

[4]  Kenzi Karasaki,et al.  Exact Averaging of Stochastic Equations for Transport in Random Velocity Field , 2003 .

[5]  T. T. Soong,et al.  Random differential equations in science and engineering , 1974 .

[6]  John G. Proakis,et al.  Probability, random variables and stochastic processes , 1985, IEEE Trans. Acoust. Speech Signal Process..

[7]  S. Pope Lagrangian PDF Methods for Turbulent Flows , 1994 .

[8]  Magdy A. El-Tawil,et al.  The approximate solutions of some stochastic differential equations using transformations , 2005, Appl. Math. Comput..

[9]  A. Hussein,et al.  Using FEM-RVT technique for solving a randomly excited ordinary differential equation with a random operator , 2007, Appl. Math. Comput..

[10]  Roger Ghanem,et al.  Ingredients for a general purpose stochastic finite elements implementation , 1999 .

[11]  Ronald L. Wasserstein,et al.  Monte Carlo: Concepts, Algorithms, and Applications , 1997 .

[12]  You‐Kuan Zhang Stochastic Methods for Flow in Porous Media: Coping with Uncertainties , 2001 .

[13]  Peter Plaschko,et al.  Stochastic Differential Equations In Science And Engineering , 2006 .

[14]  Roger E. A. Arndt,et al.  Advances in Turbulence , 1988, Lecture Notes in Mechanical Engineering.

[15]  Juan Carlos Cortés,et al.  Random linear-quadratic mathematical models: Computing explicit solutions and applications , 2009, Math. Comput. Simul..

[16]  Fabio Antonio Dorini,et al.  A note on the Riemann problem for the random transport equation , 2007 .

[17]  Dongbin Xiu,et al.  Galerkin method for wave equations with uncertain coefficients , 2008 .

[18]  Juan Carlos Cortés,et al.  Analytic-numerical approximating processes of diffusion equation with data uncertainty , 2005 .

[19]  Bruno O. Shubert,et al.  Random variables and stochastic processes , 1979 .

[20]  H. Saunders,et al.  Probability, Random Variables and Stochastic Processes (2nd Edition) , 1989 .

[21]  M. El-Tawil,et al.  A proposed technique of SFEM on solving ordinary random differential equation , 2005, Appl. Math. Comput..

[22]  S. Pope Advances in PDF Methods for Turbulent Reactive Flows , 2004 .

[23]  Juan Carlos Cortés,et al.  Random analytic solution of coupled differential models with uncertain initial condition and source term , 2008, Comput. Math. Appl..

[24]  P. Kloeden,et al.  Numerical Solution of Stochastic Differential Equations , 1992 .

[25]  Joshua Kiddy K. Asamoah,et al.  Fractal–fractional age-structure study of omicron SARS-CoV-2 variant transmission dynamics , 2022, Partial Differential Equations in Applied Mathematics.

[26]  René Carmona,et al.  Stochastic Partial Differential Equations: Six Perspectives , 1998 .