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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, suc...

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Detalles Bibliográficos
Autor principal: Kamberaj, Hiqmet
Lenguaje:eng
Publicado: Springer 2020
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-030-35702-3
http://cds.cern.ch/record/2717140
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author Kamberaj, Hiqmet
author_facet Kamberaj, Hiqmet
author_sort Kamberaj, Hiqmet
collection CERN
description 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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spelling cern-27171402021-04-21T18:08:10Zdoi:10.1007/978-3-030-35702-3http://cds.cern.ch/record/2717140engKamberaj, HiqmetMolecular dynamics simulations in statistical physics theory and applicationsComputing and ComputersThis 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. .Springeroai:cds.cern.ch:27171402020
spellingShingle Computing and Computers
Kamberaj, Hiqmet
Molecular dynamics simulations in statistical physics theory and applications
title Molecular dynamics simulations in statistical physics theory and applications
title_full Molecular dynamics simulations in statistical physics theory and applications
title_fullStr Molecular dynamics simulations in statistical physics theory and applications
title_full_unstemmed Molecular dynamics simulations in statistical physics theory and applications
title_short Molecular dynamics simulations in statistical physics theory and applications
title_sort molecular dynamics simulations in statistical physics theory and applications
topic Computing and Computers
url https://dx.doi.org/10.1007/978-3-030-35702-3
http://cds.cern.ch/record/2717140
work_keys_str_mv AT kamberajhiqmet moleculardynamicssimulationsinstatisticalphysicstheoryandapplications