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网格型 ICRP 参考计算体模在 Geant4、MCNP6 和 PHITS 中的计算速度和内存需求。

Computation Speeds and Memory Requirements of Mesh-Type ICRP Reference Computational Phantoms in Geant4, MCNP6, and PHITS.

机构信息

Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD.

Department of Nuclear Engineering, Hanyang University, Seoul, Korea.

出版信息

Health Phys. 2019 May;116(5):664-676. doi: 10.1097/HP.0000000000000999.

Abstract

Recently, Task Group 103 of the International Commission on Radiological Protection completed the development of new adult male and female mesh-type reference computational phantoms, which are planned for use in future International Commission on Radiological Protection dose coefficient calculations. In the present study, the performance of major Monte Carlo particle transport codes, i.e., Geant4, MCNP6, and PHITS, were investigated for the mesh-type reference computational phantoms by performing transport simulations of photons, electrons, neutrons, and helium ions for some external and internal exposures, and simultaneously measuring the memory usage, initialization time, and computation speed of the adult male mesh-type reference computational phantom in the codes. The measured results were then compared with the values measured with the current adult male voxel-type reference computational phantom in International Commission on Radiological Protection Publication 110 as well as five voxel phantoms produced from the adult male mesh-type reference computational phantom with different voxel resolutions, i.e., 0.1 × 0.1 × 0.1 mm, 0.6 × 0.6 × 0.6 mm, 1 × 1 × 1 mm, 2 × 2 × 2 mm, and 4 × 4 × 4 mm. From the results, it was found that in all of the codes, the memory usage of the mesh-type reference computational phantom is greater than that of the voxel-type reference computational phantom and the lowest resolution voxelized phantom, but it is sufficiently lower than the maximum memory, 64 GB, that can be installed in a personal computer. The required initialization time of the mesh-type reference computational phantom and of the voxel-type reference computational phantom and voxelized phantoms in resolutions lower than 0.6 × 0.6 × 0.6 mm was less than a few minutes in all of the codes. As for the computation speed among the codes, MCNP6 showed the worst performance for the mesh-type reference computational phantom, which was slower than that for the voxel-type reference computational phantom by up to ~50 times and slower than that for all of the voxelized phantoms by up to ~40 times. By contrast, PHITS showed the best performance for the mesh-type reference computational phantom, which was faster than that for the voxel-type reference computational phantom by up to ~3 times and faster than that for all of the voxelized phantoms by up to ~20 times. This high performance of PHITS is indeed encouraging considering that it is used nowadays by the International Commission on Radiological Protection for most dose coefficient calculations.

摘要

最近,国际辐射防护委员会第 103 工作组完成了新型成年男性和女性网格型参考计算体模的开发,计划将其用于未来国际辐射防护委员会剂量系数计算中。在本研究中,通过对光子、电子、中子和氦离子进行外照射和内照射传输模拟,研究了 Geant4、MCNP6 和 PHITS 等主要蒙特卡罗粒子输运代码在网格型参考计算体模中的性能,并同时测量了这些代码中成年男性网格型参考计算体模的内存使用情况、初始化时间和计算速度。然后,将测量结果与国际辐射防护委员会出版物 110 中当前的成年男性体素型参考计算体模以及使用不同体素分辨率(即 0.1×0.1×0.1mm、0.6×0.6×0.6mm、1×1×1mm、2×2×2mm 和 4×4×4mm)从成年男性网格型参考计算体模生成的五个体素化体模的测量值进行了比较。结果表明,在所有代码中,网格型参考计算体模的内存使用量都大于体素型参考计算体模和最低分辨率体素化体模,但远低于个人计算机可安装的最大内存 64GB。在所有代码中,网格型参考计算体模以及体素型参考计算体模和分辨率低于 0.6×0.6×0.6mm 的体素化体模的初始化时间都小于几分钟。至于代码之间的计算速度,MCNP6 对网格型参考计算体模的性能最差,其速度比体素型参考计算体模慢多达50 倍,比所有体素化体模慢多达40 倍。相比之下,PHITS 对网格型参考计算体模的性能最好,其速度比体素型参考计算体模快多达3 倍,比所有体素化体模快多达20 倍。考虑到 PHITS 目前被国际辐射防护委员会用于大多数剂量系数计算,其具有如此高的性能确实令人鼓舞。

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