Monte carlo simulation in statistical physics
Material type: TextPublication details: Dordrecht: Srpinger Heidelberg, c2010Edition: 5th EdISBN: 9783642031625Online resources: Click here to access online Summary: 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 methodsand 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 the winner of the Berni J. Alder CECAM Award for Computational Physics 2001 as well as the Boltzmann Medal in 2007.Item type | Current library | Collection | Shelving location | Call number | Status | Date due | Barcode | Item holds |
---|---|---|---|---|---|---|---|---|
Book | ICTS | Physics | Rack No 11 | QC174.85.M64 (Browse shelf (Opens below)) | Checked out to Akash Sarkar (0007747134) | 12/09/2024 | 00062 |
Browsing ICTS shelves, Shelving location: Rack No 11 Close shelf browser (Hides shelf browser)
QC 174.85 Monte Carlo methods in statistical physics | QC174.85.F47 Quantum theory of the electron liquid | QC174.85.I8 The two- dimensional Ising model | QC174.85.M64 Monte carlo simulation in statistical physics | QC174.85.O6 Open quantum systems : An introduction | QC174.85.O6 The theory of open quantum systems | QC174.85.O6 The theory of open quantum systems |
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 methodsand 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 the winner of the Berni J. Alder CECAM Award for Computational Physics 2001 as well as the Boltzmann Medal in 2007.
There are no comments on this title.