ADVACAM, U Pergamenky 12, 170 00 Prague 7, Czech Republic.
University of Bucharest, Bucharest, Romania.
Phys Med Biol. 2023 Sep 14;68(18). doi: 10.1088/1361-6560/acf2e1.
This work presents a method for enhanced detection, imaging, and measurement of the thermal neutron flux.. Measurements were performed in a water tank, while the detector is positioned out-of-field of a 20 MeV ultra-high pulse dose rate electron beam. A semiconductor pixel detector Timepix3 with a silicon sensor partially covered by aLiF neutron converter was used to measure the flux, spatial, and time characteristics of the neutron field. To provide absolute measurements of thermal neutron flux, the detection efficiency calibration of the detectors was performed in a reference thermal neutron field. Neutron signals are recognized and discriminated against other particles such as gamma rays and x-rays. This is achieved by the resolving power of the pixel detector using machine learning algorithms and high-resolution pattern recognition analysis of the high-energy tracks created by thermal neutron interactions in the converter.. The resulting thermal neutrons equivalent dose was obtained using conversion factor (2.13(10) pSv·cm) from thermal neutron fluence to thermal neutron equivalent dose obtained by Monte Carlo simulations. The calibrated detectors were used to characterize scattered radiation created by electron beams. The results at 12.0 cm depth in the beam axis inside of the water for a delivered dose per pulse of 1.85 Gy (pulse length of 2.4s) at the reference depth, showed a contribution of flux of 4.07(8) × 10particles·cm·sand equivalent dose of 1.73(3) nSv per pulse, which is lower by ∼9 orders of magnitude than the delivered dose.. The presented methodology for in-water measurements and identification of characteristic thermal neutrons tracks serves for the selective quantification of equivalent dose made by thermal neutrons in out-of-field particle therapy.
本工作提出了一种增强热中子通量检测、成像和测量的方法。测量是在水箱中进行的,而探测器位于 20 MeV 超高脉冲剂量率电子束的场外。使用部分覆盖 LiF 中子转换器的硅传感器的半导体像素探测器 Timepix3 来测量中子场的通量、空间和时间特性。为了提供热中子通量的绝对测量,探测器的检测效率在校准中在参考热中子场中进行。通过使用机器学习算法和高分辨率的高能轨迹模式识别分析,从伽马射线和 X 射线等其他粒子中识别和区分中子信号。这是通过像素探测器的分辨率实现的,使用机器学习算法和高分辨率的高能轨迹模式识别分析,从伽马射线和 X 射线等其他粒子中识别和区分中子信号。这是通过像素探测器的分辨率实现的,转换器中热中子相互作用产生的。使用转换因子(2.13(10) pSv·cm)将热中子通量转换为热中子当量剂量,该转换因子是通过蒙特卡罗模拟获得的。校准后的探测器用于表征电子束产生的散射辐射。在水的束轴 12.0 cm 深处,在参考深度处每个脉冲的传递剂量为 1.85 Gy(脉冲长度为 2.4s)时,在水的束轴 12.0 cm 深处的结果显示通量贡献为 4.07(8)×10 个粒子·cm·s,当量剂量为每个脉冲 1.73(3) nSv,比传递剂量低约 9 个数量级。提出的水中测量和特征热中子轨迹识别方法可用于选择性量化场外粒子治疗中热中子造成的当量剂量。