9781461476870
1461476879
Mathematical and Computational Biology
Mathematics
Printed edition:
2016-01-20
Probability Theory and Stochastic Processes
9781461476863
1461476860
Partial Differential Equations
Schuss
Zeev
Zeev Schuss
1937
Mathematical Methods in Physics
Brownian motion processes
Applied mathematical sciences (Springer-Verlag New York Inc.) ;
nyu
858924139
Brownian dynamics at boundaries and interfaces : in physics, chemistry, and biology
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.
858924139
Electronic books
2013
en
0066-5452
Applied mathematical sciences,