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Stochastic Dynamics in Computational Biology by Stefanie Winkelmann, Christof Schütte

Stochastic Dynamics in Computational Biology

by Stefanie Winkelmann , Christof Schütte
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Book cover type: Paperback
  • ISBN13: 9783030623869
  • Binding: Paperback
  • Subject: Mathematics and Statistics
  • Publisher: Springer Verlag
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 272
  • Original Price: EUR 79.99
  • Language: English
  • Edition: N/A
  • Item Weight: 413 grams
  • BISAC Subject(s): Mathematical Analysis, Mechanical, and Applied

From the Back Cover
The aim of this book is to provide a well-structured and coherent overview of existing mathematical modeling approaches for biochemical reaction systems, investigating relations between both the conventional models and several types of deterministic-stochastic hybrid model recombinations. Another main objective is to illustrate and compare diverse numerical simulation schemes and their computational effort. Unlike related works, this book presents a broad scope in its applications, from offering a detailed introduction to hybrid approaches for the case of multiple population scales to discussing the setting of time-scale separation resulting from widely varying firing rates of reaction channels. Additionally, it also addresses modeling approaches for non well-mixed reaction-diffusion dynamics, including deterministic and stochastic PDEs and spatiotemporal master equations. Finally, by translating and incorporating complex theory to a level accessible to non-mathematicians, this book effectively bridges the gap between mathematical research in computational biology and its practical use in biological, biochemical, and biomedical systems.

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