Adaptive Multilevel Splitting for Monte Carlo particle transport

被引:6
作者
Louvin, Henri [1 ]
Dumonteil, Eric [2 ]
Lelievre, Tony [3 ]
Rousset, Mathias [3 ]
Diop, Cheikh M. [1 ]
机构
[1] CEA Saclay, DEN SERMA LTSD DM2S, F-91191 Gif Sur Yvette, France
[2] IRSN, PSN EXP SNC, F-92262 Fontenay Aux Roses, France
[3] Univ Paris Est, CERMICS, ENPC, INRIA, F-77455 Marne La Vallee, France
来源
ICRS-13 & RPSD-2016, 13TH INTERNATIONAL CONFERENCE ON RADIATION SHIELDING & 19TH TOPICAL MEETING OF THE RADIATION PROTECTION AND SHIELDING DIVISION OF THE AMERICAN NUCLEAR SOCIETY - 2016 | 2017年 / 153卷
基金
欧洲研究理事会;
关键词
D O I
10.1051/epjconf/201715306006
中图分类号
TL [原子能技术]; O571 [原子核物理学];
学科分类号
0827 ; 082701 ;
摘要
In the Monte Carlo simulation of particle transport, and especially for shielding applications, variance reduction techniques are widely used to help simulate realisations of rare events and reduce the relative errors on the estimated scores for a given computation time. Adaptive Multilevel Splitting is one of these variance reduction techniques that has recently appeared in the literature. In the present paper, we propose an alternative version of the AMS algortihm, adapted for the first time to the field of particle tranport. Within this context, it can be used to build an unbiased estimator of any quantity associated with particle tracks, such as flux, reaction rates or even non-Boltzmann tallies. Furthermore, the efficiency of the AMS algorithm is shown not to be very sensitive to variations of its input parameters, which makes it capable of significant variance reduction without requiring extended user effort.
引用
收藏
页数:9
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