Computational Methods to Study the Structure and Dynamics of Biomolecules and Biomolecular Processes -

Computational Methods to Study the Structure and Dynamics of Biomolecules and Biomolecular Processes

From Bioinformatics to Molecular Quantum Mechanics

Adam Liwo (Herausgeber)

Buch | Softcover
XIV, 810 Seiten
2016 | 1. Softcover reprint of the original 1st ed. 2014
Springer Berlin (Verlag)
978-3-662-50847-3 (ISBN)
199,98 inkl. MwSt
With chapters contributed by leading scientists from 20 research groups worldwide, this volume provides an overview of modern computer-based techniques to compute the structure, properties, and dynamics of biomolecules and biomolecular processes.

Since the second half of the 20th century machine computations have played a critical role in science and engineering. Computer-based techniques have become especially important in molecular biology, since they often represent the only viable way to gain insights into the behavior of a biological system as a whole. The complexity of biological systems, which usually needs to be analyzed on different time- and size-scales and with different levels of accuracy, requires the application of different approaches, ranging from comparative analysis of sequences and structural databases, to the analysis of networks of interdependence between cell components and processes, through coarse-grained modeling to atomically detailed simulations, and finally to molecular quantum mechanics.

This book provides a comprehensive overview of modern computer-based techniques for computing the structure, properties and dynamics of biomolecules and biomolecular processes. The twenty-two chapters, written by scientists from all over the world, address the theory and practice of computer simulation techniques in the study of biological phenomena. The chapters are grouped into four thematic sections dealing with the following topics: the methodology of molecular simulations; applications of molecular simulations; bioinformatics methods and use of experimental information in molecular simulations; and selected applications of molecular quantum mechanics. The book includes an introductory chapter written by Harold A. Scheraga, one of the true pioneers in simulation studies of biomacromolecules.

Molecular simulations: methodology.- Molecular simulations: applications.- Use of structural database or experimental information in modeling protein structure and dynamics.- Applications of molecular quantum mechanics.

From the book reviews:

"The purpose of the book is to provide an overview of modern methods and techniques for simulating and modeling biological systems. ... the book is an excellent introductory text that could be very useful for graduate students who are just starting research projects and need to establish a broader view of simulation methodologies." (Alexander Tzanov, Computing Reviews, June, 2014)

Erscheinungsdatum
Reihe/Serie Springer Series in Bio-/Neuroinformatics
Zusatzinfo XIV, 810 p. 210 illus., 90 illus. in color.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 1222 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik
Schlagworte Artificial Intelligence • biochemistry • Bioinformatics methods • classical mechanics • Coarse-grained models of protein structure • Computational Biology/Bioinformatics • Computational Intelligence • Dynamics of nucleic acids • Empirical Force Fields • Engineering • Engineering: general • Information technology: general issues • Life sciences: general issues • Membrane proteins and lipids • molecular dynamics • Molecular Mechanics • molecular quantum mechanics • Molecular simulations and modeling • Monte Carlo methods • Protein Science • Protein structures and dynamics • Quantum and theoretical chemistry • theoretical and computational chemistry
ISBN-10 3-662-50847-8 / 3662508478
ISBN-13 978-3-662-50847-3 / 9783662508473
Zustand Neuware
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