图书标签: 物理 Physics MCSimulation 物理-计算物理 MonteCarlo 物理学 numerics GTP
发表于2024-11-23
Monte Carlo Simulation in Statistical Physics pdf epub mobi txt 电子书 下载 2024
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.
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评分国内有本中文翻译的版本非常好!这本书才是真正从实用的指南性质角度讲蒙特卡罗的,很多小的程序编写的时候的trick,我只在这本书看到,很多的书浮光略影,没有讲到这些小trick,所以编出来的程序慢的折磨人,但是使用这些小技巧就可以打打加快运算,比如把取模的周期性边界条件运算改成查表,一下子运算小了几个数量级啊!
评分国内有本中文翻译的版本非常好!这本书才是真正从实用的指南性质角度讲蒙特卡罗的,很多小的程序编写的时候的trick,我只在这本书看到,很多的书浮光略影,没有讲到这些小trick,所以编出来的程序慢的折磨人,但是使用这些小技巧就可以打打加快运算,比如把取模的周期性边界条件运算改成查表,一下子运算小了几个数量级啊!
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Monte Carlo Simulation in Statistical Physics pdf epub mobi txt 电子书 下载 2024