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    Approaching complexity by stochastic methods: From biological systems to turbulence

    , Article Physics Reports ; Volume 506, Issue 5 , 2011 , Pages 87-162 ; 03701573 (ISSN) Friedrich, R ; Peinke, J ; Sahimi, M ; Reza Rahimi Tabar, M ; Sharif University of Technology
    2011
    Abstract
    This review addresses a central question in the field of complex systems: given a fluctuating (in time or space), sequentially measured set of experimental data, how should one analyze the data, assess their underlying trends, and discover the characteristics of the fluctuations that generate the experimental traces? In recent years, significant progress has been made in addressing this question for a class of stochastic processes that can be modeled by Langevin equations, including additive as well as multiplicative fluctuations or noise. Important results have emerged from the analysis of temporal data for such diverse fields as neuroscience, cardiology, finance, economy, surface science,...