利用脉冲球基准验证随时间变化的偏移

Camille J. Palmer, Jordan Northrop, Todd S. Palmer, Aaron J. Reynolds
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摘要

中子在快速变化的随时间变化的物理系统中的详细行为是一个具有挑战性的计算物理问题,尤其是在异构高性能计算架构上使用蒙特卡罗方法时。少数算法和代码实现已被证明可用于与时间无关(固定源和 k 特征值)的蒙特卡洛,现有的仿真工具也可在较小的计算平台上成功解决与时间有关的蒙特卡洛问题。为了弥补这一差距,最近开发了 ORNL Shift 代码的时变版本。据观察,Shift 在 CPU 上基于历史的算法和在 GPU 上基于事件的算法都能很好地扩展到非常多的处理器,这促使我们将该代码扩展到解决随时间变化的问题。要验证这一新功能,需要与随时间变化的中子实验进行比较。劳伦斯-利弗莫尔国家实验室(LLNL)的脉冲球基准实验在 Shift 中进行了模拟,以验证与时间无关的功能以及最近纳入 Shift 的与时间有关的新功能。使用 Shift 模拟了一套脉冲球模型,并与可用的实验数据和 MCNP 模拟进行了比较。总体结果表明,Shift 准确地模拟了脉冲球基准,而且 Shift 的新时间依赖性修改功能正在发挥预期作用。经过验证的超大规模中子输运代码对于未来各种多物理场应用至关重要。
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Validation of time-dependent shift using the pulsed sphere benchmarks
The detailed behavior of neutrons in a rapidly changing time-dependent physical system is a challenging computational physics problem, particularly when using Monte Carlo methods on heterogeneous high-performance computing architectures. A small number of algorithms and code implementations have been shown to be performant for time-independent (fixed source and k-eigenvalue) Monte Carlo, and there are existing simulation tools that successfully solve the time-dependent Monte Carlo problem on smaller computing platforms. To bridge this gap, a time-dependent version of ORNL’s Shift code has been recently developed. Shift’s history-based algorithm on CPUs, and its event-based algorithm on GPUs, have both been observed to scale well to very large numbers of processors, which motivated the extension of this code to solve time-dependent problems. The validation of this new capability requires a comparison with time-dependent neutron experiments. Lawrence Livermore National Laboratory’s (LLNL) pulsed sphere benchmark experiments were simulated in Shift to validate both the time-independent as well as new time-dependent features recently incorporated into Shift. A suite of pulsed-sphere models was simulated using Shift and compared to the available experimental data and simulations with MCNP. Overall results indicate that Shift accurately simulates the pulsed sphere benchmarks, and that the new time-dependent modifications of Shift are working as intended. Validated exascale neutron transport codes are essential for a wide variety of future multiphysics applications.
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