A glass neutron detector with machine learning capabilities
作者: G.L. AdemoskiS. SimkoM. TeepleI. MorrowP. KralikC.J. WilkinsonG. VarneyM. Martinez-SzewczykL. YinongJ.K. NimmagaddaS. SamantY. WuL. PanL.G. JacobsohnQ. WilkinsonF. DuruU. Akgun
作者单位: 1Physics Department, Coe College, Cedar Rapids, IA 52402, U.S.A.
2Department of Materials Science and Engineering, The Pennsylvania State University, University Park, PA 16802, U.S.A.
3Department of Nuclear and Radiological Engineering, University of Florida, Gainesville, FL 32610, U.S.A.
4Department of Materials Science and Engineering, University of Florida, Gainesville, FL 32610, U.S.A.
5Department of Radiation Oncology, University of Florida College of Medicine, Gainesville, FL 32610, U.S.A.
6Department of Materials Science and Engineering, Clemson University, Clemson, SC 29634, U.S.A.
刊名: Journal of Instrumentation, 2019, Vol.14 (06)
来源数据库: Institute of Physics Journal
DOI: 10.1088/1748-0221/14/06/P06013
原始语种摘要: The detection of neutrons above background levels is an indication of nuclear materials, creating significant applications for handheld neutron detectors in homeland security. For such applications, a 10B and 6Li enriched, scintillating glass neutron detector was designed. The model is compact enough to be used as a handheld detector and is equipped with machine learning capabilities to determine the location of the source and discriminate a neutron from a gamma. Lithium Borosilicate glass samples, with up to 70% 10B and 6Li content, and doped with Tb and Eu, were engineered to optimize the performance of the detector. The scintillation properties and neutron/gamma detection capabilities of the glass samples were tested. The model detector's performance was simulated in Geant4 and the...
全文获取路径: IOP  (合作)
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关键词翻译
关键词翻译
  • detector 探测器检波器
  • neutron 中子
  • machine 机器
  • glass 玻璃
  • learning 学识
  • intelligence 智能
  • capability 能力
  • applications 应用程序
  • gamma 伽马
  • homeland 祖国