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Titre : | An Introduction to Computational Systems Biology : Systems-Level Modelling of Cellular Networks |
Auteurs : | Karthik Raman, Auteur |
Type de document : | texte imprimé |
Editeur : | London : CRC press, 2023 |
Collection : | Computational Biology Series |
ISBN/ISSN/EAN : | 978-0-367-75250-7 |
Format : | 1 vol. (336 p.) / ill.en coul. / 23 cm |
Langues: | Anglais |
Index. décimale : | 570.285 (Informatique appliquée à la biologie et aux sciences de la vie) |
Catégories : |
Biologie ( B-Cellulaire - B-Animale - B-Végétale - B-moléculaire - Cytologie ) |
Mots-clés: | Systems Biology |
Résumé : |
This book delivers a comprehensive and insightful account of applying mathematical modelling approaches to very large biological systems and networks―a fundamental aspect of computational systems biology. The book covers key modelling paradigms in detail, while at the same time retaining a simplicity that will appeal to those from less quantitative fields. Features: * A hands-on approach to modelling * Covers a broad spectrum of modelling, from static networks to dynamic models and constraint-based models * Thoughtful exercises to test and enable understanding of concepts State-of-the-art chapters on exciting new developments, like community modelling and biological circuit design * Emphasis on coding and software tools for systems biology |
Note de contenu : |
Sommaire: -1- What is modelling ? -2- Introduction to graph theory -3- Structure of networks -4- Applications of network biology -5- Introduction to dynamic models -6- Parameter estimation -7- Discrete dynamic models: boolean networks -8- Introduction to constraint-based modeling -9- Extending constraint-based approaches -10-Perturbations to metabolic networks |
Exemplaires
Code-barres | Cote | Support | Localisation | Section | Disponibilité |
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FB/15708 | SNV8/1808 | Livre | Bibliothèque SNV | Français | Disponible |
FB/15709 | SNV8/1808 | Livre | Bibliothèque SNV | Français | Disponible |