Accelerated monte carlo for particle dispersion.
[摘要] We discuss adaptive importance sampling for individual steps in Markov chains. Such chains arise in many simulation problems, such as related to airborne particle dispersion. Through use of experimental design for simulation runs and regression methods for analysis of the output, import ante sampling transit ion kernels are defined which substantially improve convergence times.
[发布日期] [发布机构] Technical Information Center Oak Ridge Tennessee
[效力级别] [学科分类] 工程和技术(综合)
[关键词] Particle dispersion;Air pollution;Monte carlo method;Statistics;Dispersions [时效性]