Choosing Transport Events for Initiating Splitting and Rouletting
A study was performed to determine which transport events should be used to initiate a weight window lookup to achieve the best variance reduction performance. A weight window lookup potentially triggers particle splitting (in important regions of phase space) or rouletting (in unimportant regions),...
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2021-03-01
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Online Access: | https://www.mdpi.com/2673-4362/2/2/10 |
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doaj-950faba8946340f1997dd9daad0ae0332021-09-09T13:50:13ZengMDPI AGJournal of Nuclear Engineering2673-43622021-03-012109710410.3390/jne2020010Choosing Transport Events for Initiating Splitting and RoulettingEvan S. Gonzalez0Gregory G. Davidson1Nuclear Engineering and Radiological Sciences, University of Michigan, 2355 Bonisteel Blvd., Ann Arbor, MI 48109, USAOak Ridge National Laboratory, 1 Bethel Valley Rd., Oak Ridge, TN 37830, USAA study was performed to determine which transport events should be used to initiate a weight window lookup to achieve the best variance reduction performance. A weight window lookup potentially triggers particle splitting (in important regions of phase space) or rouletting (in unimportant regions), thereby optimizing computational effort. Potential initiating transport events include collisions (both pre- and post-collision), geometry surface crossings, traversing a mean-free path, and streaming across a weight window boundary. Permutations of these initiating events were tested on an urban model with background radiation sources and a spent fuel cask with a neutron dose mesh tally. Generally, all methods perform better with finer weight window meshes. Tracking on weight windows performs well for coarse weight window meshes, while a combination of splitting each mean-free path, geometric surface crossing, and before collisions performs well for fine weight window meshes.https://www.mdpi.com/2673-4362/2/2/10Monte Carlovariance reductionFW-CADISshift |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Evan S. Gonzalez Gregory G. Davidson |
spellingShingle |
Evan S. Gonzalez Gregory G. Davidson Choosing Transport Events for Initiating Splitting and Rouletting Journal of Nuclear Engineering Monte Carlo variance reduction FW-CADIS shift |
author_facet |
Evan S. Gonzalez Gregory G. Davidson |
author_sort |
Evan S. Gonzalez |
title |
Choosing Transport Events for Initiating Splitting and Rouletting |
title_short |
Choosing Transport Events for Initiating Splitting and Rouletting |
title_full |
Choosing Transport Events for Initiating Splitting and Rouletting |
title_fullStr |
Choosing Transport Events for Initiating Splitting and Rouletting |
title_full_unstemmed |
Choosing Transport Events for Initiating Splitting and Rouletting |
title_sort |
choosing transport events for initiating splitting and rouletting |
publisher |
MDPI AG |
series |
Journal of Nuclear Engineering |
issn |
2673-4362 |
publishDate |
2021-03-01 |
description |
A study was performed to determine which transport events should be used to initiate a weight window lookup to achieve the best variance reduction performance. A weight window lookup potentially triggers particle splitting (in important regions of phase space) or rouletting (in unimportant regions), thereby optimizing computational effort. Potential initiating transport events include collisions (both pre- and post-collision), geometry surface crossings, traversing a mean-free path, and streaming across a weight window boundary. Permutations of these initiating events were tested on an urban model with background radiation sources and a spent fuel cask with a neutron dose mesh tally. Generally, all methods perform better with finer weight window meshes. Tracking on weight windows performs well for coarse weight window meshes, while a combination of splitting each mean-free path, geometric surface crossing, and before collisions performs well for fine weight window meshes. |
topic |
Monte Carlo variance reduction FW-CADIS shift |
url |
https://www.mdpi.com/2673-4362/2/2/10 |
work_keys_str_mv |
AT evansgonzalez choosingtransporteventsforinitiatingsplittingandrouletting AT gregorygdavidson choosingtransporteventsforinitiatingsplittingandrouletting |
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