Molecular Dynamics Simulations in Statistical Physics: Theory and Applications
Produktnummer:
187aa2c0f8ab404cc38f0f51aeb3cae174
Autor: | Kamberaj, Hiqmet |
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Themengebiete: | Effective Models for generation of model interaction potential Information Theory Liouville's formalism Molecular Dynamics Techniques Statistical Thermodynamics Swam Particle Intelligence Topological Data Analysis Trotter factorization scheme |
Veröffentlichungsdatum: | 20.03.2021 |
EAN: | 9783030357047 |
Sprache: | Englisch |
Seitenzahl: | 463 |
Produktart: | Kartoniert / Broschiert |
Verlag: | Springer International Publishing |
Produktinformationen "Molecular Dynamics Simulations in Statistical Physics: Theory and Applications"
This book presents computer simulations using molecular dynamics techniques in statistical physics, with a focus on macromolecular systems. The numerical methods are introduced in the form of computer algorithms and can be implemented in computers using any desired computer programming language, such as Fortran 90, C/C++, and others. The book also explains how some of these numerical methods and their algorithms can be implemented in the existing computer programming software of macromolecular systems, such as the CHARMM program.In addition, it examines a number of advanced concepts of computer simulation techniques used in statistical physics as well as biological and physical systems. Discussing the molecular dynamics approach in detail to enhance readers understanding of the use of this method in statistical physics problems, it also describes the equations of motion in various statistical ensembles to mimic real-world experimental conditions. Intended for graduate students and research scientists working in the field of theoretical and computational biophysics, physics and chemistry, the book can also be used by postgraduate students of other disciplines, such as applied mathematics, computer sciences, and bioinformatics. Further, offering insights into fundamental theory, it as a valuable resource for expert practitioners and programmers and those new to the field.

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