000 02063nam a22002777a 4500
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020 _a0199545022
020 _a9780199545025
040 _cIIT Kanpur
041 _aeng
082 _a530.13
_bK869s
100 _aKrauth, Werner
245 _aStatistical mechanics
_balgorithms and computations
_cWerner Krauth
260 _aOxford
_bOxford University Press
_c2006
300 _axii, 342p
440 _aOxford master series in physics
440 _aOxford master series in statistical, computational, and theoretical physics
490 _vno.13
520 _aThis book discusses the computational approach in modern statistical physics in a clear yet accessible way, and works out its intimate relations with other approaches in theoretical physics. Individual chapters focus on subjects as diverse as the hard sphere liquid, classical spin models, single quantum particles and Bose-Einstein condensation. They contain in-depth discussions of algorithms ranging from basic enumeration methods to modern Monte Carlo techniques. The emphasis is on orientation. Discussions of implementation details are kept to a minimum. The book heavily relies on illustrations, tables and concise printed algorithms to convey key information: all the material remains easily accessible. The book is fully self-contained: graphs and tables can be readily reproduced by programming at most a few dozen lines of computer code. Most sections lead from an elementary discussion to the rich and difficult problems of contemporary computational and statistical physics, and will be of interest to a wide range of students, teachers and researchers in physics and the neighboring sciences. A companion website allows to incorporate the layout material (illustrations, tables, schematic programs) into the reader's own presentations.
650 _aStatistical mechanics
650 _aStatistical physics
650 _aStatistical mechanics -- Data processing
942 _cBK
999 _c566704
_d566704