TY - GEN
T1 - FAST POWER REACTOR SIMULATION EMPLOYING A GPU-BASED CONTINUOUS-ENERGY MONTE CARLO METHOD
AU - Choi, Namjae
AU - Kim, Kyung Min
AU - Im, Jaeuk
AU - Joo, Han Gyu
N1 - Publisher Copyright:
Copyright © 2021 AMERICAN NUCLEAR SOCIETY, INCORPORATED, LA GRANGE PARK, ILLINOIS 60526.All rights reserved.
PY - 2021
Y1 - 2021
N2 - 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.
AB - 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.
KW - GPU
KW - Monte Carlo
KW - PRAGMA
KW - Power Reactor Simulation
UR - https://www.scopus.com/pages/publications/85165525814
U2 - 10.13182/M&C21-33934
DO - 10.13182/M&C21-33934
M3 - Conference contribution
AN - SCOPUS:85165525814
T3 - Proceedings of the International Conference on Mathematics and Computational Methods Applied to Nuclear Science and Engineering, M and C 2021
SP - 166
EP - 176
BT - Proceedings of the International Conference on Mathematics and Computational Methods Applied to Nuclear Science and Engineering, M and C 2021
PB - American Nuclear Society
T2 - 2021 International Conference on Mathematics and Computational Methods Applied to Nuclear Science and Engineering, M and C 2021
Y2 - 3 October 2021 through 7 October 2021
ER -