Chemical Kinetics, Stochastic Processes, and Irreversible Thermodynamics [electronic resource]
- 作者： Santillan, Moises.
- 其他作者：
- 其他題名：
- Lecture notes on mathematical modelling in the life sciences
- 出版： Cham : Springer International Publishing :Imprint: Springer
- 叢書名： Lecture notes on mathematical modelling in the life sciences
- 主題： Chemistry--Mathematics , Chemical Kinetics , Stochastic processes , Mathematics , Mathematical and Computational Biology. , Probability Theory and Stochastic Processes. , Math. Applications in Chemistry.
- ISBN： 9783319066899 (electronic bk.) 、 9783319066882 (paper)
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FIND@SFXID:
CGU
- 資料類型: 電子書
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讀者標籤：
- 系統號： 005120724 | 機讀編目格式
館藏資訊
This book brings theories in nonlinear dynamics, stochastic processes, irreversible thermodynamics, physical chemistry and biochemistry together in an introductory but formal and comprehensive manner. Coupled with examples, the theories are developed stepwise, starting with the simplest concepts and building upon them into a more general framework. Furthermore, each new mathematical derivation is immediately applied to one or more biological systems. The last chapters focus on applying mathematical and physical techniques to study systems such as: gene regulatory networks and molecular motors. The target audience of this book are mainly final year undergraduate and graduate students with a solid mathematical background (physicists, mathematicians and engineers), as well as with basic notions of biochemistry and cellular biology. This book can also be useful to students with a biological background who are interested in mathematical modeling and have a working knowledge of calculus, differential equations and a basic understanding of probability theory.