蒙特卡罗方法
统计物理学
物理
蒙特卡罗分子模拟
动态蒙特卡罗方法
而量子蒙特卡罗
半导体
统计物理中的蒙特卡罗方法
动力学蒙特卡罗方法
混合蒙特卡罗
采用蒙地卡罗积分法
光子输运的蒙特卡罗方法
马尔科夫蒙特卡洛
量子力学
统计
数学
作者
Carlo Jacoboni,L. Reggiani
标识
DOI:10.1103/revmodphys.55.645
摘要
This review presents in a comprehensive and tutorial form the basic principles of the Monte Carlo method, as applied to the solution of transport problems in semiconductors. Sufficient details of a typical Monte Carlo simulation have been given to allow the interested reader to create his own Monte Carlo program, and the method has been briefly compared with alternative theoretical techniques. Applications have been limited to the case of covalent semiconductors. Particular attention has been paid to the evaluation of the integrated scattering probabilities, for which final expressions are given in a form suitable for their direct use. A collection of results obtained with Monte Carlo simulations is presented, with the aim of showing the power of the method in obtaining physical insights into the processes under investigation. Special technical aspects of the method and updated microscopic models have been treated in some appendixes.
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