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How to set up stochastic equations for real world processes: Markov–einstein time scale

Rahimi Tabar, M. R ; Sharif University of Technology | 2019

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  1. Type of Document: Article
  2. DOI: 10.1007/978-3-030-18472-8_16
  3. Publisher: Springer Verlag , 2019
  4. Abstract:
  5. In Chaps. 16 – 21 we address a central question in the field of complex systems: Given a fluctuating (in time or space), sequentially uni- or multi-variant measured set of experimental data (even noisy data), how should one analyse the data non-parametrically, assess their underlying trends, discover the characteristics of the fluctuations, including diffusion and jump parts, and construct stochastic evolution equation for the data? © 2019, Springer Nature Switzerland AG
  6. Keywords:
  7. Markov–Einstein time scale ; Reconstruction procedure ; Self-consistency checks
  8. Source: Understanding Complex Systems ; 2019 , Pages 165-179 ; 18600832 (ISSN)
  9. URL: https://link.springer.com/chapter/10.1007/978-3-030-18472-8_16