Monte Carlo Methods In Mechanics Of Fluid And Gas
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A01=Oleg Mikhailovich Belotserkovskii
A01=Yury Iv Khlopkov
Author_Oleg Mikhailovich Belotserkovskii
Author_Yury Iv Khlopkov
Category=PHDF
Category=PHFG
Category=PHS
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Hydrodynamic
Modeling
Monte Carlo Method
Rarefied Gas
Statistical Modeling
Turbulent Flow
Product details
- ISBN 9789814282352
- Publication Date: 10 May 2010
- Publisher: World Scientific Publishing Co Pte Ltd
- Publication City/Country: SG
- Product Form: Hardback
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This book is devoted to analysis of Monte Carlo methods developed in rarefied gas dynamics. Presented is the short history of the development of such methods, described are their main properties, their advantages and deficiencies. It is shown that the contemporary stage in the progress of computational methods cannot be regarded without a complex approach to the preparation of algorithms taking into account all the peculiarities of the problem under consideration, that is, of the physical nature of a process, the mathematical model and the theoretical aspects of computational mathematics and stochastic processes. Thoroughly investigated is the possibility of application of Monte Carlo methods in some kindred areas of science which are non-traditional for the use of statistical modeling (continuous media, turbulence). Considered are the possible directions of development of statistical modeling.
