Computational Modeling of Biological Systems
From Molecules to Pathways
(Sprache: Englisch)
This book provides an overview of emerging computational methods for modeling biologically and medically relevant systems. The book describes multiple methods for modeling, visualizing and rationally altering systems at various length scales.
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Produktinformationen zu „Computational Modeling of Biological Systems “
This book provides an overview of emerging computational methods for modeling biologically and medically relevant systems. The book describes multiple methods for modeling, visualizing and rationally altering systems at various length scales.
Klappentext zu „Computational Modeling of Biological Systems “
Computational modeling is emerging as a powerful new approach to study and manipulate biological systems. Multiple methods have been developed to model, visualize, and rationally alter systems at various length scales, starting from molecular modeling and design at atomic resolution to cellular pathways modeling and analysis. Higher time and length scale processes, such as molecular evolution, have also greatly benefited from new breeds of computational approaches. This book provides an overview of the established computational methods used for modeling biologically and medically relevant systems.
Inhaltsverzeichnis zu „Computational Modeling of Biological Systems “
Part I. Molecular ModelingChapter 1. Introduction to Molecular Dynamics: Theory and Applications in Biomolecular Modeling
Chapter 2. The Many Faces of Structure-Based Potentials: From Protein Folding Landscapes to Structural Characterization of Complex Biomolecules
Chapter 3. Discrete Molecular Dynamics Simulation of Biomolecules
Chapter 4. Small Molecule Docking from Theoretical Structural Models
Chapter 5. Homology Modeling: Generating Structural Models to Understand Protein Function and Mechanism
Chapter 6. Quantum Mechanical Insights into Biological Processes at the Electronic Level
Part II. Modeling Macromolecular Assemblies
Chapter 7. Multiscale Modeling of Virus Structure, Assembly and Dynamics
Chapter 8. Mechanisms and Kinetics of Amyloid Aggregation Investigated by a Phenomenological Coarse-Grained Model
Chapter 9. The Structure of Intrinsically Disordered Peptides Implicated in Amyloid Diseases: Insights from Fully Atomistic Simulations
Part III. Modeling Cells and Cellular Pathways
Chapter 10. Computer Simulations of Mechano-Chemical Networks: Choreographing Actin Dynamics in Cell Motility
Chapter 11. Computational and Modeling Strategies for Cell Motility
Chapter 12. Theoretical Analysis of Molecular Transport Across Membrane Channels and Nanopores
Part IV. Modeling Evolution
Chapter 13. Modeling Protein Evolution
Chapter 14. Modeling Structural and Genomic Constraints in the Evolution of Proteins
Chapter 15. Modeling Proteins at the Interface of Structure, Evolution, and Population Genetics
Autoren-Porträt
Dr. Nikolay Dokholyan joined the Department of Biochemistry and Biophysics in the University of North Carolina at Chapel Hill, School of Medicine as an Assistant Professor. In 2008, Dr. Dokholyan was promoted as Associate Professor. Dr. Dokholyan is currently the Director of the Center for Computational and Systems Biology and the Graduate Director of the Program in Molecular and Cellular Biophysics at UNC.
Bibliographische Angaben
- 2014, 2012, VI, 366 Seiten, Maße: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Herausgegeben: Nikolay V Dokholyan
- Verlag: Springer, Berlin
- ISBN-10: 1489987509
- ISBN-13: 9781489987501
Sprache:
Englisch
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