System modeling in cell biology : from concepts to nuts and bolts /

This is an introduction and overview of system modelling in biology that is accessible to researchers from different fields including biology, computer science, mathematics, statistics physics, and biochemistry.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Szallasi, Zoltan, Stelling, Jörg, Periwal, Vipul
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge, Mass. : MIT Press, ©2006.
Temas:
Cytology > Data processing.
Cytology > Mathematical models.
Cytology > Computer simulation.
Biological systems.
Cells.
Cell physiology.
Biological models.
Cells
Cell Physiological Phenomena
Models, Biological
Molecular Biology > methods
Cytologie > Informatique.
Cytologie > Modèles mathématiques.
Cytologie > Simulation par ordinateur.
Systèmes biologiques.
Cellules.
Cellules > Physiologie.
Modèles biologiques.
SCIENCE > Life Sciences > Cell Biology.
Cell physiology
Biological models
Biological systems
Cytology > Computer simulation
Cytology > Data processing
Cytology > Mathematical models
BIOMEDICAL SCIENCES/Quantitative Biology
Acceso en línea:Texto completo
Tabla de Contenidos:
  • The role of modeling in systems biology / Douglas B. Kell and Joshua D. Knowles
  • Complexity and robustness of cellular systems / Jorg Stelling, Uwe Sauer, Francis J. Doyle III, and John Doyle
  • On modules and modularity / Zoltan Szallasi, Vipul Periwal, and Jorg Stelling
  • Bayesian inference of biological systems; the logic of biology / Vipul Periwal
  • Stoichiometric and constraint-based modeling / Steffen Klant and Jorg Stelling
  • Modeling molecular interaction networks with nonlinear ordinary differential equations / Emery D. Conrad and John J. Tyson
  • Qualitiative approaches to the analysis of genetic regulatory networks / Hidde de Jong and Delphine Ropers
  • Stochastic modeling of intracellular kinetics / Johan Paulsson and Johan Elf
  • Kinetics in spatially extended systems / Karsten Kruse and Johan Elf
  • Biological data acquisition for system level modeling
  • an exercise in the art of compromise / Zoltan Szallasi
  • Methods to identify cellular architecture and dynamics from experimental data / Rudiyanto Gunawan, Kapil G. Gadkar, and Francis J. Doyle III
  • Using control theory to study biology / Brian P. Ingalls, Tau-Nu Yi, and Pablo A. Iglesias
  • Synthetic gene regulatory systems / Mads Koern and Ron Weiss
  • Multilevel modeling in systems biology : from cells to whole organs / Denis Noble
  • Computational constraints on modeling in systems biology / Vipul Periwal
  • Numerical simulation for biochemical kinetics / Daniel T. Gillespie and Linda R. Petzold
  • Software infrastructure for effective communication and reuse of computational models / Andrew Finney [and others].

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