Monte Carlo Simulation in Statistical Physics An Introduction /

Monte Carlo Simulation in Statistical Physics deals with the computer simulation of many-body systems in condensed-matter physics and related fields of physics, chemistry and beyond, to traffic flows, stock market fluctuations, etc.). Using random numbers generated by a computer, probability distrib...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Binder, Kurt (Συγγραφέας), Heermann, Dieter W. (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
Σειρά:Graduate Texts in Physics,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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245 1 0 |a Monte Carlo Simulation in Statistical Physics  |h [electronic resource] :  |b An Introduction /  |c by Kurt Binder, Dieter W. Heermann. 
264 1 |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg,  |c 2010. 
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505 0 |a Introduction: Purpose and Scope of This Volume, and Some General Comments -- Theoretical Foundations of the Monte Carlo Method and Its Applications in Statistical Physics -- Guide to Practical Work with the Monte Carlo Method -- Some Important Recent Developments of the Monte Carlo Methodology -- Quantum Monte Carlo Simulations: An Introduction -- Monte Carlo Methods for the Sampling of Free Energy Landscapes. 
520 |a Monte Carlo Simulation in Statistical Physics deals with the computer simulation of many-body systems in condensed-matter physics and related fields of physics, chemistry and beyond, to traffic flows, stock market fluctuations, etc.). Using random numbers generated by a computer, probability distributions are calculated, allowing the estimation of the thermodynamic properties of various systems. This book describes the theoretical background to several variants of these Monte Carlo methods and gives a systematic presentation from which newcomers can learn to perform such simulations and to analyze their results. The fifth edition covers Classical as well as Quantum Monte Carlo methods. Furthermore a new chapter on the sampling of free-energy landscapes has been added. To help students in their work a special web server has been installed to host programs and discussion groups (http://wwwcp.tphys.uni-heidelberg.de). Prof. Binder was awarded the Berni J. Alder CECAM Award for Computational Physics 2001 as well as the Boltzmann Medal in 2007. . 
650 0 |a Physics. 
650 0 |a Physical chemistry. 
650 0 |a Computer simulation. 
650 0 |a Operations research. 
650 0 |a Management science. 
650 0 |a Condensed matter. 
650 0 |a Statistical physics. 
650 0 |a Dynamical systems. 
650 1 4 |a Physics. 
650 2 4 |a Statistical Physics, Dynamical Systems and Complexity. 
650 2 4 |a Operations Research, Management Science. 
650 2 4 |a Simulation and Modeling. 
650 2 4 |a Mathematical Methods in Physics. 
650 2 4 |a Condensed Matter Physics. 
650 2 4 |a Physical Chemistry. 
700 1 |a Heermann, Dieter W.  |e author. 
710 2 |a SpringerLink (Online service) 
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830 0 |a Graduate Texts in Physics,  |x 1868-4513 ;  |v 0 
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950 |a Physics and Astronomy (Springer-11651)