Stochastic Modeling and Simulation for Transport in Porous Media

    Contents

  1. Why do we need stochastic modeling? text / slides

  2. Basic concepts in stochastic modeling of transport in random media text / slides

  3. Stochastic simulations of Gaussian processes text 3.1-2, text 3.3-5 / slides 3.1-2, slides 3.3-5

    4. *.m files: Law of Large Numbers / Central Limit Theorem / Diffusion / ItoEquation / GlobalRandomWalk

  4. Classical stochastic theories revisited text

  5. From discrete microscopic descriptions to continuous macroscopic models text / slides

  6. Stochastic models of diffusion in random fields, observables, and ergodicity text / slides

  7. Numerical modeling of diffusion in random fields by Global Random Walk (GRW)
    References: The GRW algorithm [16] / Applications [8] / The Biased algorithm (BGRW ) [14] / Evaluations [12]

  8. Stochastic simulations of transport in natural porous media slides

    9. Nicolae Suciu

    Last modified: 1.04.2009