Radek Erban, S. Jonathan Chapman

Stochastic Modelling of Reaction-Diffusion Processes

• Gebundenes Buch

Produktbeschreibung

This practical introduction covers mathematical methods for the analysis of stochastic models and their biological applications. Based on courses taught at the University of Oxford, the book can be used for self-study or as a supporting text for advanced undergraduate or beginning graduate-level courses in applied mathematics.

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 320
• Erscheinungstermin: 8. Juli 2020
• Englisch
• Abmessung: 235mm x 157mm x 22mm
• Gewicht: 618g
• ISBN-13: 9781108498128
• ISBN-10: 1108498124
• Artikelnr.: 56711645

Autorenporträt

Radek Erban is Professor of Mathematics at the University of Oxford, a Fellow of Merton College, Oxford and a Royal Society University Research Fellow.

Inhaltsangabe

1. Stochastic simulation of chemical reactions
2. Deterministic versus stochastic modelling
3. Stochastic differential equations
4. Diffusion
5. Efficient stochastic modelling of chemical reactions
6. Stochastic reaction-diffusion models
7. SSAs for reaction-diffusion-advection processes
8. Microscopic models of Brownian motion
9. Multiscale and multi-resolution methods
Appendix A. Deterministic modelling of chemical reactions
Appendix B. Discrete probability distributions
Appendix C. Continuous probability distributions
References
Index.