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Brownian dynamics at boundaries and interfaces : in physics, chemistry, and biology

作者: Zeev Schuss
出版商: New York : Springer, [2013] ©2013
叢書: Applied mathematical sciences (Springer-Verlag New York Inc.), volume 186.
版本/格式:   電子書 : 文獻 : 英語所有版本和格式的總覽
資料庫:WorldCat
提要:
Brownian dynamics serve as mathematical models for the diffusive motion of microscopic particles of various shapes in gaseous, liquid, or solid environments. The renewed interest in Brownian dynamics is due primarily to their key role in molecular and cellular biophysics: diffusion of ions and molecules is the driver of all life. Brownian dynamics simulations are the numerical realizations of stochastic differential  再讀一些...
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類型/形式: Electronic books
資料類型: 文獻, 網際網路資源
文件類型: 網路資源, 電腦資料
所有的作者/貢獻者: Zeev Schuss
ISBN: 9781461476870 1461476879
OCLC系統控制編碼: 858924139
描述: 1 online resource (xx, 322 pages) : illustrations (some color)
内容: The mathematical Brownian motion --
Euler simulation of Ito SDEs --
Simulation of the overdamped Langevin equation --
The first passage time of a diffusion process --
Chemical reaction in microdomains --
The stochastic separatrix --
Narrow escape in R² --
Narrow escape in R³.
叢書名: Applied mathematical sciences (Springer-Verlag New York Inc.), volume 186.
責任: Zeev Schuss.

摘要:

Brownian dynamics serve as mathematical models for the diffusive motion of microscopic particles of various shapes in gaseous, liquid, or solid environments. The renewed interest in Brownian dynamics is due primarily to their key role in molecular and cellular biophysics: diffusion of ions and molecules is the driver of all life. Brownian dynamics simulations are the numerical realizations of stochastic differential equations that model the functions of biological micro devices such as protein ionic channels of biological membranes, cardiac myocytes, neuronal synapses, and many more. Stochastic differential equations are ubiquitous models in computational physics, chemistry, biophysics, computer science, communications theory, mathematical finance theory, and many other disciplines. Brownian dynamics simulations of the random motion of particles, be it molecules or stock prices, give rise to mathematical problems that neither the kinetic theory of Maxwell and Boltzmann, nor Einstein's and Langevin's theories of Brownian motion could predict. This book takes the readers on a journey that starts with the rigorous definition of mathematical Brownian motion, and ends with the explicit solution of a series of complex problems that have immediate applications. It is aimed at applied mathematicians, physicists, theoretical chemists, and physiologists who are interested in modeling, analysis, and simulation of micro devices of microbiology. The book contains exercises and worked out examples throughout.

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