Fundamentals of stochastic nature sciences

This book addresses the processes of stochastic structure formation in two-dimensional geophysical fluid dynamics based on statistical analysis of Gaussian random fields, as well as stochastic structure formation in dynamic systems with parametric excitation of positive random fields f(r, t) describ...

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Bibliographic Details
Main Author Klyatskin, Valery Isaakovich (Author)
Other Authors Vinogradov, A. (Translator)
Format Electronic eBook
LanguageEnglish
Published Cham, Switzerland : Springer, 2017.
SeriesUnderstanding complex systems,
Springer complexity.
Subjects
Stochastic systems.
elektronické knihy
electronic books
Online AccessFull text
ISBN9783319569222
9783319569215
ISSN1860-0832
Physical Description1 online resource (xii, 190 pages) : illustrations (some color)

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Table of Contents:
  • Two-dimensional geophysical fluid dynamics
  • Parametrically excited dynamic systems
  • Examples of stochastic dynamic systems
  • Statistical characteristics of a random velocity field u(r, t)
  • Lognormal processes, intermittency, and dynamic localization
  • Stochastic parametric resonance
  • Wave localization in randomly layered media
  • Lognormal fields, statistical topography, and clustering
  • Stochastic transport phenomena in a random velocity field
  • Parametrically excited dynamic systems with Gaussian pumping
  • Conclusion.

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