Computational Cell Biology
Seiten
2002
Springer-Verlag New York Inc.
978-0-387-95369-4 (ISBN)
Springer-Verlag New York Inc.
978-0-387-95369-4 (ISBN)
This text is an introduction to dynamical modeling in cell biology. The target audience for this text is mathematically sophisticated cell biology or neuroscience students or mathematics students who wish to learn about modeling in cell biology.
This text is an introduction to dynamical modeling in cell biology. It is not meant as a complete overview of modeling or of particular models in cell biology. Rather, we use selected biological examples to motivate the concepts and techniques used in computational cell biology. This is done through a progression of increasingly more complex cellular functions modeled with increasingly complex mathematical and c- putational techniques. There are other excellent sources for material on mathematical cell biology, and so the focus here truly is computer modeling. This does not mean that there are no mathematical techniques introduced, because some of them are absolutely vital, but it does mean that much of the mathematics is explained in a more intuitive fashion, while we allow the computer to do most of the work. The target audience for this text is mathematically sophisticated cell biology or neuroscience students or mathematics students who wish to learn about modeling in cell biology. The ideal class would comprise both biology and applied math students, who might be encouraged to collaborate on exercises or class projects. We assume as little mathematical and biological background as we feel we can get away with, and we proceed fairly slowly. The techniques and approaches covered in the ?rst half of the book will form a basis for some elementary modeling or as a lead in to more advanced topics covered in the second half of the book.
This text is an introduction to dynamical modeling in cell biology. It is not meant as a complete overview of modeling or of particular models in cell biology. Rather, we use selected biological examples to motivate the concepts and techniques used in computational cell biology. This is done through a progression of increasingly more complex cellular functions modeled with increasingly complex mathematical and c- putational techniques. There are other excellent sources for material on mathematical cell biology, and so the focus here truly is computer modeling. This does not mean that there are no mathematical techniques introduced, because some of them are absolutely vital, but it does mean that much of the mathematics is explained in a more intuitive fashion, while we allow the computer to do most of the work. The target audience for this text is mathematically sophisticated cell biology or neuroscience students or mathematics students who wish to learn about modeling in cell biology. The ideal class would comprise both biology and applied math students, who might be encouraged to collaborate on exercises or class projects. We assume as little mathematical and biological background as we feel we can get away with, and we proceed fairly slowly. The techniques and approaches covered in the ?rst half of the book will form a basis for some elementary modeling or as a lead in to more advanced topics covered in the second half of the book.
Introductory Course.- Dynamic Phenomena in Cells.- Voltage Gated Ionic Currents.- Transporters and Pumps.- Fast and Slow Time Scales.- Whole—Cell Models.- Intercellular Communication.- Advanced Material.- Spatial Modeling.- Modeling Intracellular Calcium Waves and Sparks.- Biochemical Oscillations.- Cell Cycle Controls.- Modeling the Stochastic Gating of Ion Channels.- Molecular Motors: Theory.- Molecular Motors: Examples.
| Reihe/Serie | Interdisciplinary Applied Mathematics ; 20 |
|---|---|
| Zusatzinfo | XX, 468 p. |
| Verlagsort | New York, NY |
| Sprache | englisch |
| Maße | 178 x 254 mm |
| Themenwelt | Mathematik / Informatik ► Mathematik ► Angewandte Mathematik |
| Naturwissenschaften ► Biologie ► Mikrobiologie / Immunologie | |
| Naturwissenschaften ► Biologie ► Zellbiologie | |
| Naturwissenschaften ► Physik / Astronomie | |
| ISBN-10 | 0-387-95369-8 / 0387953698 |
| ISBN-13 | 978-0-387-95369-4 / 9780387953694 |
| Zustand | Neuware |
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