期刊全称 | Advances in Computer Simulation | 期刊简称 | Lectures Held at the | 影响因子2023 | János Kertész,Imre Kondor | 视频video | | 学科分类 | Lecture Notes in Physics | 图书封面 |  | 影响因子 | Computer simulation has become a basic tool in many branches of physics such as statistical physics, particle physics, or materials science. The application of efficient algorithms is at least as important as good hardware in large-scale computation. This volume contains didactic lectures on such techniques based on physical insight. The emphasis is on Monte Carlo methods (introduction, cluster algorithms, reweighting and multihistogram techniques, umbrella sampling), efficient data analysis and optimization methods, but aspects of supercomputing, the solution of stochastic differential equations, and molecular dynamics are also discussed. The book addresses graduate students and researchers in theoretical and computational physics. | Pindex | Conference proceedings 1998 |
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