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FAST POWER REACTOR SIMULATION EMPLOYING A GPU-BASED CONTINUOUS-ENERGY MONTE CARLO METHOD

  • Namjae Choi
  • , Kyung Min Kim
  • , Jaeuk Im
  • , Han Gyu Joo

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Scopus citations

Abstract

The computational barrier imposed on the continuous-energy Monte Carlo (MC) power reactor calculation was overcome by exploiting state-of-the-art GPU computing technics. PRAGMA is a GPU-based continuous-energy MC code tailored to commercial PWR analysis, and it can exploit gaming GPUs to retain practicality. The unionized grid method is improved for GPUs by introducing a linear hashing scheme, and the random neutrons are cast into GPUs by an event-based tracking algorithm. Fuel partitioning and energy sort schemes render significant performance for depleted fuel analysis. Dedicated calculation schemes for power reactors such as multilevel spectral collapse (MSC) for depletion, localized delta-tracking (LDT), domain decomposition, and fission source convergence acceleration with CMFD and ramp-up enable efficient large-scale power reactor simulations employing massive particles. The performance of PRAGMA using a single gaming GPU was equivalent to that of a conventional MC code using 500 cores of a flagship CPU, and the full-scale BEAVRS cycle 1 depletion calculation using 360 billion histories was completed in 16 hours employing 24 gaming GPUs.

Original languageEnglish
Title of host publicationProceedings of the International Conference on Mathematics and Computational Methods Applied to Nuclear Science and Engineering, M and C 2021
PublisherAmerican Nuclear Society
Pages166-176
Number of pages11
ISBN (Electronic)9781713886310
DOIs
StatePublished - 2021
Externally publishedYes
Event2021 International Conference on Mathematics and Computational Methods Applied to Nuclear Science and Engineering, M and C 2021 - Virtual, Online
Duration: Oct 3 2021Oct 7 2021

Publication series

NameProceedings of the International Conference on Mathematics and Computational Methods Applied to Nuclear Science and Engineering, M and C 2021

Conference

Conference2021 International Conference on Mathematics and Computational Methods Applied to Nuclear Science and Engineering, M and C 2021
CityVirtual, Online
Period10/3/2110/7/21

Keywords

  • GPU
  • Monte Carlo
  • PRAGMA
  • Power Reactor Simulation

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