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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Stochastic Dynamics in Computational Biology

Stochastic Dynamics in Computational Biology

Winkelmann, Stefanie
Schütte, Christof

Paperback

Series: Frontiers in Applied Dynamical Systems: Reviews and Tutorial, Book 8

Technology & EngineeringGeneral Mathematics

ISBN10: 3030623866
ISBN13: 9783030623869
Publisher: Springer Nature
Published: Jan 5 2021
Pages: 272
Weight: 0.91
Height: 0.61 Width: 6.14 Depth: 9.21
Language: English
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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