Random walk with barriers

نویسندگان

  • Dmitry S. Novikov
  • Els Fieremans
  • Jens H. Jensen
  • Joseph A. Helpern
چکیده

Restrictions to molecular motion by barriers (membranes) are ubiquitous in porous media, composite materials and biological tissues. A major challenge is to characterize the microstructure of a material or an organism nondestructively using a bulk transport measurement. Here we demonstrate how the long-range structural correlations introduced by permeable membranes give rise to distinct features of transport. We consider Brownian motion restricted by randomly placed and oriented membranes (d - 1 dimensional planes in d dimensions) and focus on the disorder-averaged diffusion propagator using a scattering approach. The renormalization group solution reveals a scaling behavior of the diffusion coefficient for large times, with a characteristically slow inverse square root time dependence for any d. Its origin lies in the strong structural fluctuations introduced by the spatially extended random restrictions, representing a novel universality class of the structural disorder. Our results agree well with Monte Carlo simulations in two dimensions. They can be used to identify permeable barriers as restrictions to transport, and to quantify their permeability and surface area.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Random Walk with Exponential Travel Times

Consider the random walk among N places with N(N - 1)/2 transports. We attach an exponential random variable Xij to each transport between places Pi and Pj and take these random variables mutually independent. If transports are possible or impossible independently with probability p and 1-p, respectively, then we give a lower bound for the distribution function of the smallest path at point log...

متن کامل

The Laplace Transform of a Boundary Functional of the Semi- Markovian Random Walk Process with Two Delaying Barriers

In this study, a step process of semi-Markovian random walk with delaying barriers at  a and  b levels ( 0   b a ) and first falling moment of the process into the delaying barrier at b -level, ) ( , are mathematically constructed, in this case when the random walk happens according to the Laplace’s distribution ) 1 ; 1 (   L . It is given a simple form of the Laplace transformation of t...

متن کامل

Bayesian Design for Random Walk Barriers

We study the optimal design of absorption barriers and sample size for a simple random walk. High barriers yield more informative experiments, but may be more costly. We obtain optimal designs that are balancing the relative advantages of choosing a high barrier with few replications versus a lower barrier with more replications. We address the problem from a Bayesian, decision theoretic, viewp...

متن کامل

A Fuzzy Random Walk Technique to Forecasting Volatility of Iran Stock Exchange Index

Study of volatility has been considered by the academics and decision makers dur-ing two last decades. First since the volatility has been a risk criterion it has been used by many decision makers and activists in capital market. Over the years it has been of more importance because of the effect of volatility on economy and capital markets stability for stocks, bonds, and foreign exchange mark...

متن کامل

A survey on random walk-based stochastic modeling in eukaryotic cell migration with emphasis on its application in cancer

Impairments in cell migration processes may cause various diseases, among which cancer cell metastasis, tumor angiogenesis, and the disability of immune cells to infiltrate into tumors are prominent ones. Mathematical modeling has been widely used to analyze the cell migration process. Cell migration is a complicated process and requires statistical methods such as random walk for proper analys...

متن کامل

A survey on random walk-based stochastic modeling in eukaryotic cell migration with emphasis on its application in cancer

Impairments in cell migration processes may cause various diseases, among which cancer cell metastasis, tumor angiogenesis, and the disability of immune cells to infiltrate into tumors are prominent ones. Mathematical modeling has been widely used to analyze the cell migration process. Cell migration is a complicated process and requires statistical methods such as random walk for proper analys...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره 7  شماره 

صفحات  -

تاریخ انتشار 2011