Oxford Graduate Texts- Statistical Mechanics: Theory and Molecular Simulation Second Edition

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  • Engels
  • Hardcover
  • 9780198825562
  • 01 augustus 2023
  • 880 pagina's
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Samenvatting

This book synthesizes the underlying theory of statistical mechanics with the computational techniques and algorithms used to solve real-world problems and provide readers with a solid foundation in topics that reflect the modern landscape of statistical mechanics.



Scientists are increasingly finding themselves engaged in research problems that cross the traditional disciplinary lines of physics, chemistry, biology, materials science, and engineering. Because of its broad scope, statistical mechanics is an essential tool for students and more experienced researchers planning to become active in such an interdisciplinary research environment. Powerful computational methods that are based in statistical mechanics allow complex systems to be studied at an unprecedented level of detail. This book synthesizes the underlying theory of statistical mechanics with the computational techniques and algorithms used to solve real-world problems and provides readers with a solid foundation in topics that reflect the modern landscape of statistical mechanics. Topics covered include detailed reviews of classical and quantum mechanics, in-depth discussions of the equilibrium ensembles and the use of molecular dynamics and Monte Carlo to sample classical and quantum ensemble distributions, Feynman path integrals, classical and quantum linear-response theory, nonequilibrium molecular dynamics, the Langevin and generalized Langevin equations, critical phenomena, techniques for free energy calculations, machine learning models, and the use of these models in statistical mechanics applications. The book is structured such that the theoretical underpinnings of each topic are covered side by side with computational methods used for practical implementation of the theoretical concepts.

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Inhoud

Taal
en
Bindwijze
Hardcover
Oorspronkelijke releasedatum
01 augustus 2023
Aantal pagina's
880

Betrokkenen

Hoofdauteur
Mark E. Tuckerman
Hoofduitgeverij
Oxford University Press

Overige kenmerken

Editie
2
Product breedte
175 mm
Product hoogte
49 mm
Product lengte
252 mm
Verpakking breedte
175 mm
Verpakking hoogte
49 mm
Verpakking lengte
252 mm
Verpakkingsgewicht
1814 g

EAN

EAN
9780198825562
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Bindwijze : Hardcover

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