空间到空气高海拔区域伴随中子传输

Zachary W LaMere, D. Holland, W. Dailey, J. McClory
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引用次数: 0

摘要

大气核爆炸产生的中子可以被轨道上的传感器探测到。目前用于表征中子能谱的工具假设有一个已知的源,并使用前向输运来重建探测器的响应。在现实的场景中,真正的来源是未知的,这使得这是一种低效的迭代方法。而伴随法直接求解源谱,实现源重构。卫星上的时间-能量影响和伴随输运方程允许蒙特卡罗方法在一个新模型中直接表征中子源的能谱:空间到高海拔区域伴随(SAHARA)模型。为了寻找在伴随环境约束下中子输运问题的可行解,在撒哈拉地区开发了一种新的伴随源事件估计器。本工作探讨了SAHARA在单能和连续中子能量源方面的发展和性能。一般来说,识别光谱的能量比真实源光谱低约5%,但SAHARA能够捕获正确的光谱形状。连续的能量源,包括现实世界的“胖子”和“小男孩”,产生了可识别的光谱,这些光谱可以通过二维(2D) Kolmogorov-Smirnov测试所证明的与真实源相同的分布产生。
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Space to Air High-Altitude Region Adjoint Neutron Transport
Neutrons from an atmospheric nuclear explosion can be detected by sensors in orbit. Current tools for characterizing the neutron energy spectrum assume a known source and use forward transport to recreate the detector response. In realistic scenarios the true source is unknown, making this an inefficient, iterative approach. In contrast, the adjoint approach directly solves for the source spectrum, enabling source reconstruction. The time–energy fluence at the satellite and adjoint transport equation allow a Monte Carlo method to characterize the neutron source’s energy spectrum directly in a new model: the Space to High-Altitude Region Adjoint (SAHARA) model. A new adjoint source event estimator was developed in SAHARA to find feasible solutions to the neutron transport problem given the constraints of the adjoint environment. This work explores SAHARA’s development and performance for mono-energetic and continuous neutron energy sources. In general, the identified spectra were shifted towards energies approximately 5% lower than the true source spectra, but SAHARA was able to capture the correct spectral shapes. Continuous energy sources, including real-world sources Fat Man and Little Boy, resulted in identifiable spectra that could have been produced by the same distribution as the true sources as demonstrated by two-dimensional (2D) Kolmogorov–Smirnov tests.
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来源期刊
CiteScore
2.80
自引率
12.50%
发文量
40
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