Stochastic Processes in Cell Biology
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 calciu...
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| Format: | eBook |
| Language: | English |
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Cham
Springer International Publishing
2014, 2014
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| Edition: | 1st ed. 2014 |
| Series: | Interdisciplinary Applied Mathematics
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| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Introduction
- Diffusion in Cells: Random walks and Brownian Motion
- Stochastic Ion Channels
- Polymers and Molecular Motors
- Sensing the Environment: Adaptation and Amplification in Cells
- Stochastic Gene Expression and Regulatory Networks
- Transport Processes in Cells
- Self-Organization in Cells I: Active Processes
- Self-Organization in Cells II: Reaction-Diffusion Models
- The WKB Method and Large Deviation Theory
- Probability Theory and Martingales