| 书目名称 | Stochastic Processes in Cell Biology | | 编辑 | Paul C. Bressloff | | 视频video | | | 概述 | First graduate textbook in interdisciplinary applied mathematics that focuses on applications of stochastic processes to cell biology.Introduces concepts in stochastic process via motiviating biologic | | 丛书名称 | Interdisciplinary Applied Mathematics | | 图书封面 |  | | 描述 | This book develops the theory of continuous and discrete stochastic processes within the context of cell biology. A wide range of biological topics are covered including normal and anomalous diffusion in complex cellular environments, stochastic ion channels and excitable systems, stochastic calcium signaling, molecular motors, intracellular transport, signal transduction, bacterial chemotaxis, robustness in gene networks, genetic switches and oscillators, cell polarization, polymerization, cellular length control, and branching processes. The book also provides a pedagogical introduction to the theory of stochastic process – Fokker Planck equations, stochastic differential equations, master equations and jump Markov processes, diffusion approximations and the system size expansion, first passage time problems, stochastic hybrid systems, reaction-diffusion equations, exclusion processes, WKB methods, martingales and branching processes, stochastic calculus, and numerical methods. Thistext is primarily aimed at graduate students and researchers working in mathematical biology and applied mathematicians interested in stochastic modeling. Applied probabilists and theoretical physici | | 出版日期 | Textbook 20141st edition | | 关键词 | Biochemical and gene retworks; Cell biology; Diffusion; Molecular motors; Stochastic processes | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-319-08488-6 | | isbn_softcover | 978-3-319-35494-1 | | isbn_ebook | 978-3-319-08488-6Series ISSN 0939-6047 Series E-ISSN 2196-9973 | | issn_series | 0939-6047 | | copyright | Springer International Publishing Switzerland 2014 |
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发表于 2025-3-21 16:25:52
