Stochastic Transport in Complex and Dynamic Geometries

Stochastic Transport in Complex and Dynamic Geometries
Author :
Publisher :
Total Pages : 436
Release :
ISBN-10 : OCLC:1298733443
ISBN-13 :
Rating : 4/5 ( Downloads)

Book Synopsis Stochastic Transport in Complex and Dynamic Geometries by : Imtiaz Ahmad Ali

Download or read book Stochastic Transport in Complex and Dynamic Geometries written by Imtiaz Ahmad Ali and published by . This book was released on 2021 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stochastic transport is a widely studied phenomenon among physicists. This includes diffusive processes like Brownian motion which have helped describe numerous systems ranging from the spreading of dye molecules in a liquid to the spreading of human populations. Transport behavior can be affected by properties such as the local curvature of a surface or the dynamics of a network on which the transport takes place. A quantitative characterization of these factors is critical for a deeper understanding of transport in such cases and is of much interest to the study of random walk theory, stochastic processes, and anomalous diffusion in general. In this dissertation, we aim to accomplish this aim by focusing on two specific cases - (i) anomalous diffusion of a random walker on curved surfaces and (ii) transport of cargo on dynamic filament networks. Levy walks are a class of anomalous diffusion studied in Euclidean space. In many cases of interest, transport takes place on surfaces with non-zero Gaussian curvature. We take the first steps towards studying how surface curvature affects anomalous transport described by Levy walk statistics. We develop a computational model to simulate Levy walks along geodesics in Euclidean, spherical, and hyperbolic spaces. By comparing our numerical results to a Taylor expansion of the mean-squared displacement (MSD) in powers of curvature around the Euclidean case, we can establish the validity of a generalized expression for MSD of anomalous diffusion with curvature corrections. The transport of cargo within cells is a critical physiological process. Many new studies consider the impact on transport of the morphology of the networks of filaments. One aspect that has received less attention is the growth/shrinkage and dynamic turnover of these networks. We study transport of cargo carried by myosin motors on dynamic actin network. Use a stochastic simulation model accounting for both active and passive transport and incorporate the dynamics of the actin network. We show how treadmilling speed of actin filament affect cargo transport, motor attachment/detachment rates and network density. We show the existence of filament dynamics in physiological regimes that optimize cargo transport and how it can be tuned.


Stochastic Transport in Complex and Dynamic Geometries Related Books

Stochastic Transport in Complex and Dynamic Geometries
Language: en
Pages: 436
Authors: Imtiaz Ahmad Ali
Categories:
Type: BOOK - Published: 2021 - Publisher:

GET EBOOK

Stochastic transport is a widely studied phenomenon among physicists. This includes diffusive processes like Brownian motion which have helped describe numerous
Stochastic Transport in Complex Systems
Language: en
Pages: 585
Authors: Andreas Schadschneider
Categories: Science
Type: BOOK - Published: 2010-10-01 - Publisher: Elsevier

GET EBOOK

The first part of the book provides a pedagogical introduction to the physics of complex systems driven far from equilibrium. In this part we discuss the basic
Geometry and Invariance in Stochastic Dynamics
Language: en
Pages: 273
Authors: Stefania Ugolini
Categories: Mathematics
Type: BOOK - Published: 2022-02-09 - Publisher: Springer Nature

GET EBOOK

This book grew out of the Random Transformations and Invariance in Stochastic Dynamics conference held in Verona from the 25th to the 28th of March 2019 in hono
Stochastic Optimal Transportation
Language: en
Pages: 129
Authors: Toshio Mikami
Categories: Mathematics
Type: BOOK - Published: 2021-06-15 - Publisher: Springer Nature

GET EBOOK

In this book, the optimal transportation problem (OT) is described as a variational problem for absolutely continuous stochastic processes with fixed initial an
Geometry and Invariance in Stochastic Dynamics
Language: en
Pages: 0
Authors: Stefania Ugolini
Categories:
Type: BOOK - Published: 2021 - Publisher:

GET EBOOK

This book grew out of the Random Transformations and Invariance in Stochastic Dynamics conference held in Verona from the 25th to the 28th of March 2019 in hono