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Correlation between thermoluminescence and optically stimulated luminescence of LiMgPO4:Tb,Sm,B phosphor LiMgPO4:Tb,Sm,B 荧光粉的热致发光与光激发发光之间的相关性
IF 2.8 3区 物理与天体物理 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-10-04 DOI: 10.1016/j.radphyschem.2024.112279
Li Fu, Kaiyong Tang, Zungang Wang, Siyuan Zhang, Yan Zeng, Mo Zhou, HaiJun Li
LiMgPO4:Tb,Sm,B is a promising material for dosimetry applications, particularly in optically stimulated luminescence (OSL). This study aimed to explore residual thermoluminescence (R-TL) glow curves after different light bleaching times to establish a connection between TL traps and OSL components for the first time. The OSL decay curves and R-TL glow curve intensities were analyzed using exponential decay functions to account for optical decay, enabling identification of the OSL components and bleaching decay rates of each TL peak. A correlation between the decay rates of OSL components and bleaching decay rates of TL peaks, as well as the relationship between increased OSL intensity and decreased TL intensity were studied for different irradiation doses. Various bleaching models were evaluated to determine the most appropriate one for LiMgPO4:Tb,Sm,B. A non-thermally sensitive deep electron trap is proposed to enhance the understanding of the luminescence mechanism in LiMgPO4:Tb,Sm,B.
LiMgPO4:Tb,Sm,B是一种很有前途的剂量测定应用材料,尤其是在光激发发光(OSL)方面。本研究旨在探索不同光漂白时间后的残余热致发光(R-TL)辉光曲线,从而首次建立 TL 陷阱与 OSL 成分之间的联系。利用指数衰减函数分析了OSL衰减曲线和R-TL辉光曲线强度,以考虑光学衰减,从而确定了每个TL峰的OSL成分和漂白衰减率。研究了不同辐照剂量下 OSL 成分衰减率与 TL 峰漂白衰减率之间的相关性,以及 OSL 强度增加与 TL 强度降低之间的关系。对各种漂白模型进行了评估,以确定最适合 LiMgPO4:Tb,Sm,B 的模型。提出了一种非热敏深电子陷阱,以加深对 LiMgPO4:Tb,Sm,B 中发光机制的理解。
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引用次数: 0
Influence of TiO2 content on the radiation shielding properties of the La2O3-B2O3-Gd2O3-Nb2O5-ZrO2-SiO2 glasses 二氧化钛含量对 La2O3-B2O3-Gd2O3-Nb2O5-ZrO2-SiO2 玻璃辐射屏蔽性能的影响
IF 2.8 3区 物理与天体物理 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-10-03 DOI: 10.1016/j.radphyschem.2024.112281
G. Hoşgör, E. Tabar, E. Kemah, H. Yakut
This paper aims to study the radiation shielding properties of lanthanide glasses, according to the formula xTiO2-51La2O3-(24-x) B2O3–8Gd2O3-8Nb2O5-6ZrO2-3SiO2 (x= 0, 4, 8, 12, 16, wt.%). Using FLUKA Monte Carlo code, the mass attenuation coefficients (MAC), half-value layers (HVL), and effective atomic numbers (Zeff) of the lanthanide glasses were estimated at medical diagnostic energies (between 20 and 150 keV). The MACs of the glasses are between 0.5183 and 24.407 cm2/g for 0Ti, 0.5215-24.788 cm2/g for 4Ti, 0.5193-25.161 cm2/g for 8Ti, 0.5163-25.529 cm2/g for 12Ti, and 0.5183-25.916 cm2/g for 16Ti. These results are consistent with the Phy-X theoretical database (with a percentage difference below 3 %). The lanthanide glasses showed good photon shielding ability compared to lead concrete, and RS-360 & RS-253-G18 commercial glasses, commonly used shielding materials. In this work, 16Ti possesses the highest, lowest, and highest values of MAC, HVL, and Zeff, respectively, at the various energies investigated, which implies that the 16Ti sample has better shielding performance. All in all, this work demonstrated that adding TiO2 to the glass samples could provide preferable shielding features.
本文旨在研究xTiO2-51La2O3-(24-x) B2O3-8Gd2O3-8Nb2O5-6ZrO2-3SiO2 (x= 0, 4, 8, 12, 16, wt.%)式镧系玻璃的辐射屏蔽性能。利用 FLUKA 蒙特卡罗代码,估算了镧系元素玻璃在医疗诊断能量(20 至 150 千伏)下的质量衰减系数(MAC)、半值层(HVL)和有效原子序数(Zeff)。0Ti 玻璃的 MAC 在 0.5183 和 24.407 cm2/g 之间,4Ti 玻璃的 MAC 在 0.5215-24.788 cm2/g 之间,8Ti 玻璃的 MAC 在 0.5193-25.161 cm2/g 之间,12Ti 玻璃的 MAC 在 0.5163-25.529 cm2/g 之间,16Ti 玻璃的 MAC 在 0.5183-25.916 cm2/g 之间。这些结果与 Phy-X 理论数据库一致(百分比差异低于 3%)。与铅混凝土和常用的屏蔽材料 RS-360 & RS-253-G18 商用玻璃相比,镧系玻璃显示出良好的光子屏蔽能力。在这项研究中,16Ti 在各种研究能量下的 MAC、HVL 和 Zeff 值分别最高、最低和最高,这意味着 16Ti 样品具有更好的屏蔽性能。总之,这项研究表明,在玻璃样品中添加二氧化钛可以提供更好的屏蔽功能。
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引用次数: 0
Effect of stress and irradiation fluence on latent track formation in swift heavy ion irradiation: A case study on TiO2 应力和辐照通量对快速重离子辐照中潜迹形成的影响:二氧化钛案例研究
IF 2.8 3区 物理与天体物理 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-10-02 DOI: 10.1016/j.radphyschem.2024.112278
Ebrahim Ebrahimi, Hamed Attariani
Swift Heavy Ions (SHI) irradiation, characterized by high kinetic energy ions, induces significant material/structural modification, e.g., latent track. However, the intricate interaction among various physics, i.e., mechanical stress, phase transition, and heat transfer, has been ignored in the continuum-based approaches in favor of simplicity. Here, we developed a two-dimensional coupled phase-field inelastic-thermal spike (PF-iTS) model to investigate the effect of thermal cross-talk, elastic energy, and irradiation fluence on latent track formation and size. The results reveal a shift in the critical electronic stopping energy and a reduced track radius under mechanical stress. Additionally, the study demonstrates the impact of thermal cross-talk between incidents, i.e., simultaneous and delayed double ion impacts, showing potential track merging and variations in track morphology.
以高动能离子为特征的迅猛重离子(SHI)辐照会引起材料/结构的显著改变,例如潜轨。然而,在基于连续体的方法中,机械应力、相变和热传导等各种物理现象之间错综复杂的相互作用一直被忽略,以求简单。在此,我们建立了一个二维耦合相场非弹性-热尖峰(PF-iTS)模型,以研究热串扰、弹性能量和辐照通量对潜迹形成和尺寸的影响。研究结果表明,在机械应力作用下,临界电子停止能发生变化,轨道半径减小。此外,研究还证明了事件间热串扰的影响,即同时和延迟的双离子撞击,显示了潜在的轨道合并和轨道形态变化。
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引用次数: 0
The impact of CuO in modifying the radiation shielding performance of PbO–BaO–CaO–B2O3–CuO: An experimental approach 氧化铜对 PbO-BaO-CaO-B2O3-CuO 辐射屏蔽性能的影响:实验方法
IF 2.8 3区 物理与天体物理 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-10-01 DOI: 10.1016/j.radphyschem.2024.112271
M.I. Sayyed , M. Rashad , M. Elsafi , Yasser Maghrbi
The current work aims to develop a new lead calcium barium borate glasses doped with CuO (10PbO–20BaO–10CaO-(60-x)B2O3-xCuO, (x = 0, 5, 10, and 15 mol%)) and to experimentally report the radiation shielding properties of the developed glasses. The linear attenuation coefficient (LAC) was determined in two methods and we compared the results of both methods to check the accuracy in the experimental method. The effect of CuO on the LAC was examined and the results showed a positive relation between the amount of CuO and the LAC values and this is clearly seen at low energy range. The half and tenth thickness layers (HTL and TTL) were determined and the results showed that the HTL values equal to 0.051, 0.049, 0.047 and 0.045 cm at 60 keV, while they were 0.170, 0.163, 0.156 and 0.149 cm for TTL for the glasses with 0, 5, 10 and 15 mol% CuO respectively. The transmission efficiency (TF) results demonstrated that the addition of CuO to the glasses causes a reduction in the number of photons that can penetrate the glasses. The shielding efficiency parameter also confirms that the addition of CuO causes an enhancement in the radiation shielding properties for the prepared glasses.
目前的工作旨在开发一种掺杂有 CuO 的新型硼酸铅钙玻璃(10PbO-20BaO-10CaO-(60-x)B2O3-xCuO,(x = 0、5、10 和 15 mol%)),并通过实验报告所开发玻璃的辐射屏蔽性能。我们用两种方法测定了线性衰减系数(LAC),并比较了两种方法的结果,以检验实验方法的准确性。我们研究了氧化铜对线性衰减系数的影响,结果表明氧化铜的含量与线性衰减系数值呈正相关,这在低能量范围内表现得尤为明显。测定了半厚层和十厚层(HTL 和 TTL),结果表明,在 60 keV 时,HTL 值分别为 0.051、0.049、0.047 和 0.045 cm,而对于含 0、5、10 和 15 mol% CuO 的玻璃,TTL 值分别为 0.170、0.163、0.156 和 0.149 cm。透射效率 (TF) 结果表明,在玻璃中添加氧化铜会导致穿透玻璃的光子数量减少。屏蔽效率参数也证实,在制备的玻璃中添加氧化铜会增强其辐射屏蔽性能。
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引用次数: 0
Stochastic model for predicting the temporal structure of the plan delivery in a synchrotron-based pencil beam scanning proton therapy system 用于预测同步加速器铅笔束扫描质子治疗系统中计划传输时间结构的随机模型
IF 2.8 3区 物理与天体物理 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-09-30 DOI: 10.1016/j.radphyschem.2024.112276
J. Burguete , M. García-Cardosa , E. Antolín , B. Aguilar , J.D. Azcona
Accurately predicting dose delivery is crucial for achieving fully personalized treatments in external beam radiation therapy. However, this task remains challenging in some current technologies. In the case of Proton Therapy, for example, current systems employ complex strategies where a pencil beam is scanned in the tumor for treatment delivery. Some parameters in these treatments fluctuate and cannot be fully controlled. Therefore, a stochastic model that accounts for temporal uncertainties can be the best approach to describe these behaviors, particularly when the time-dependent beam interacts with other processes such as moving tumors or organs at risk.
This paper aims to provide medical physicists with a tool for accurately predicting the temporal structure of beam delivery. To achieve this, we followed a two-step process. First, we characterized the probability distributions for all relevant times in dose delivery. Second, we developed a model based on the measured data. This model serves as a starting point to improve treatment planning performance by providing a range of expected times for dose delivery. While the process was carried out using a compact synchrotron at our university, it can be easily adapted to other technologies.
准确预测剂量投放对于实现完全个性化的体外放射治疗至关重要。然而,在一些现有技术中,这项任务仍然具有挑战性。以质子疗法为例,目前的系统采用了复杂的策略,即在肿瘤内扫描铅笔束以进行治疗。这些治疗方法中的一些参数是波动的,无法完全控制。因此,考虑到时间不确定性的随机模型是描述这些行为的最佳方法,尤其是当依赖时间的射束与其他过程(如移动的肿瘤或危险器官)相互作用时。为此,我们分两步走。首先,我们描述了所有相关时间的剂量传输概率分布。其次,我们根据测量数据建立了一个模型。该模型提供了一系列预期的剂量传输时间,可作为改善治疗计划性能的起点。虽然这一过程是利用我校的一台紧凑型同步加速器进行的,但它可以很容易地适用于其他技术。
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引用次数: 0
Activation cross-sections of proton-induced nuclear reactions on natural zinc in the energy range of 4–30 MeV 4-30 MeV 能量范围内天然锌上质子诱导核反应的活化截面
IF 2.8 3区 物理与天体物理 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-09-30 DOI: 10.1016/j.radphyschem.2024.112272
Mayeen Uddin Khandaker , Hiromitsu Haba , Ahmed Rufai Usman , Mustafa Mahmoud , Naohiko Otuka , Samer K.I. Ali
In the present work, the excitation functions for the proton-induced nuclear reactions on natural zinc were measured in the energy range of 4–30 MeV using the well-established stacked-foil activation procedure. The activation products were measured based on their characteristic gamma lines using HPGe γ-ray spectrometry. The radioactivities determined were used for the calculation of cross-sections of the radionuclides of interest, i.e., 61Cu, 62,65,69mZn, 57Co and 66,67,68Ga. The cross-sections have also been compared with the available literature data and the theoretical prediction of the TALYS code via its latest TENDL-2023 library as well as the prediction of EMPIRE-3.2.2 model code. The results show a reasonable agreement when compared with the available literature data. This work, however, shows that the theoretical data extracted from the TENDL-2023 library and EMPIRE-3.2.2 default calculation significantly underestimate the experimental cross-sections of 57Co nuclide while they overestimate those of 69mZn. The present result has potential applications to improve the predicting capability of the model codes as well as to serve as additional data for the nuclear reaction cross-section database.
在本研究中,利用成熟的叠片活化程序测量了天然锌上质子诱导核反应在 4-30 MeV 能量范围内的激发函数。使用 HPGe γ 射线光谱法根据活化产物的特征伽玛线对其进行了测量。测定的放射性活度用于计算相关放射性核素(即 61Cu、62,65,69mZn、57Co 和 66,67,68Ga)的横截面。横截面还与现有的文献数据、TALYS 代码通过其最新的 TENDL-2023 库进行的理论预测以及 EMPIRE-3.2.2 模型代码的预测进行了比较。与现有文献数据相比,结果显示出合理的一致性。然而,这项工作表明,从 TENDL-2023 库和 EMPIRE-3.2.2 默认计算中提取的理论数据明显低估了 57Co 核素的实验截面,而高估了 69mZn 核素的实验截面。本结果具有潜在的应用价值,不仅可以提高模型代码的预测能力,还可以作为核反应截面数据库的补充数据。
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引用次数: 0
Optimization of GEM detectors for applications in X-ray fluorescence imaging 优化 GEM 探测器在 X 射线荧光成像中的应用
IF 2.8 3区 物理与天体物理 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-09-29 DOI: 10.1016/j.radphyschem.2024.112263
G.G.A. de Souza , H.N. da Luz , M. Bregant
In this work a set of simulations that aim at the optimization of Micropattern Gaseous Detectors (MPGD) for applications in X-ray fluorescence imaging in the energy range of 3  30 keV is presented. By studying the statistical distribution of electrons from interactions of X-rays with gases, the energy resolution limits after charge multiplication for 6 keV X-ray photons in Ar/CO2(70/30) and Kr/CO2(90/10) were calculated, resulting in energy resolutions of 15.4(4)% and 14.6(2)% respectively. These two mixtures were studied in simulations to evaluate the advantages of using krypton-based mixtures to reduce the presence of escape peaks in fluorescence spectra. A model to evaluate the X-ray fluorescence from the conductive materials inside the detectors was implemented, serving as a tool to estimate the extent of contamination of fluorescence spectra when using copper or aluminum layers in the material composition of MPGDs.
在这项工作中,介绍了一系列旨在优化微图案气体探测器(MPGD)的模拟,以应用于能量范围为 3-30 千伏的 X 射线荧光成像。通过研究 X 射线与气体相互作用产生的电子的统计分布,计算了 Ar/CO2(70/30)和 Kr/CO2(90/10)中 6 keV X 射线光子电荷倍增后的能量分辨率极限,结果是能量分辨率分别为 15.4(4)% 和 14.6(2)%。对这两种混合物进行了模拟研究,以评估使用氪基混合物减少荧光光谱中逸出峰的优势。还建立了一个模型来评估探测器内部导电材料产生的 X 射线荧光,该模型可作为一种工具,用于估算在 MPGD 的材料成分中使用铜层或铝层时荧光光谱的污染程度。
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引用次数: 0
Radiobiological evaluation of the impact of the treatment with the gamma knife radiosurgery technique on the body parts of patients with different brain lesions: Does the radiation exposure affect also the Patient's blood components? 对伽玛刀放射外科技术治疗对不同脑部病变患者身体部位的影响进行放射生物学评估:辐射照射是否也会影响患者的血液成分?
IF 2.8 3区 物理与天体物理 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-09-28 DOI: 10.1016/j.radphyschem.2024.112267
Asaad H. Ismail , Hoshanc S. Rashid , Ahmed Abduljabbar Omar , Ali H. Alomari , Saeed M. Al-Qahtani , Talal A. Alnaemi , Nataša Todorović , Serpil Aközcan Pehlivanoglu , Michele Guida , Simona Mancini
The research aimed to study the safety of the dose-staged Gamma Knife radiosurgery (GKRS) on the patients' organs, by evaluating the equivalent and effective doses delivered to various body parts and examining the impacts on the blood parameters. The case study consisted of 30 patients with different brain lesions undergone to GKRS. To assess the radiation exposure on the different body parts, gamma dose rates were measured using a survey radiation dosimeter. The results demonstrated that the GKRS beam effectively backscatters on the patient's body, considering the irradiation doses and the exposure time. Body parts in closer proximity to the target (radiation beam) received higher gamma doses compared to other areas. High and low values of gamma dose rate were measured in the two configurations: high irradiation dose (80 Gy for 46.47 min) and low irradiation dose (10 Gy per 15.7 min) for the brain lesions of Trigeminal Neuralgia and Meningioma, respectively. Radiobiological effects were estimated following the international guidelines revealing significant radiation impacts on some organs. Hematological effects were also evaluated with variations depending on the radiation exposure dose and the exposure time. Some blood cells showed radiation-related impacts. Notably, the high dose of 80 Gy administered over 46.47 min of exposure for trigeminal brain lesions had a greater influence on the blood parameters compared to the low dose of 10 Gy over 15.7 min of exposure for acoustic neuroma brain lesions. Consequently, it turned out that increases in gamma-ray doses resulted in significant impacts on specific blood parameters.
这项研究的目的是研究剂量分级伽玛刀放射外科手术(GKRS)对患者器官的安全性,评估输送到身体各部位的等效和有效剂量,并检查对血液参数的影响。病例研究包括 30 名接受 GKRS 治疗的不同脑部病变患者。为了评估不同身体部位受到的辐射量,研究人员使用辐射剂量计测量了伽马剂量率。结果表明,考虑到辐照剂量和辐照时间,GKRS 射束能有效地对患者身体产生后向散射。与其他部位相比,离目标(辐射束)较近的身体部位受到的伽马剂量较高。对三叉神经痛和脑膜瘤这两种脑部病变分别采用了高辐照剂量(80 Gy,46.47 分钟)和低辐照剂量(10 Gy,15.7 分钟)两种配置,测得了伽马剂量率的高值和低值。根据国际准则对放射生物学效应进行了估计,结果显示辐射对某些器官产生了重大影响。对血液学影响也进行了评估,其变化取决于辐照剂量和辐照时间。一些血细胞受到了与辐射有关的影响。值得注意的是,与听神经瘤脑损伤的低剂量(10 Gy,照射时间 15.7 分钟)相比,三叉神经脑损伤的高剂量(80 Gy,照射时间 46.47 分钟)对血液参数的影响更大。因此,伽马射线剂量的增加会对特定的血液参数产生重大影响。
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引用次数: 0
Size specific dose estimates and effective dose in multiphase abdomen-pelvis CT examinations 腹部-骨盆多相 CT 检查中的具体尺寸剂量估算和有效剂量
IF 2.8 3区 物理与天体物理 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-09-27 DOI: 10.1016/j.radphyschem.2024.112269
Philomina Akhilesh , M.S. Pathan , S.D. Sharma , B.K. Sapra
This study estimated the size-specific dose estimates (SSDE) in different scan phases and inter-phase variations of multi-phase abdomen-pelvis CT examinations. Various methods employed for determination of SSDE, which takes into account the size of the patient, were compared for 51 multiphase abdomen-pelvis CT examinations using custom written software. These methods are based on effective diameter, water equivalent diameter derived from region of interest and segmentation techniques, diameter of central image and whole scan series. Significant variation was observed in SSDE of pre-contrast phase in comparison to other phases. The effective dose was also estimated and correlated with SSDE. The results indicate that the underestimation in the dose estimated using the machine parameter, CTDIvol, was in the range of 10%–60% when compared with SSDE. This study concludes that the average SSDE of the whole examination is a better representation of patient dose in the case of multi-phase examinations. It highlights the need for integration of SSDE calculating software in the CT scanner systems for accurate estimation of patient doses.
这项研究估算了多期腹部骨盆 CT 检查中不同扫描阶段的特定体型剂量估算值(SSDE)以及阶段间的变化。在 51 次多相位腹部骨盆 CT 检查中,使用定制软件比较了确定 SSDE 的各种方法,其中考虑到了患者的体型。这些方法基于有效直径、根据感兴趣区和分割技术得出的水当量直径、中心图像直径和整个扫描系列。与其他阶段相比,对比前阶段的 SSDE 出现了显著变化。此外,还估算了有效剂量,并将其与 SSDE 相关联。结果表明,与 SSDE 相比,使用机器参数 CTDIvol 估算的剂量低估了 10%-60%。这项研究得出结论,在多阶段检查的情况下,整个检查的平均 SSDE 更能代表患者的剂量。它强调了在 CT 扫描仪系统中集成 SSDE 计算软件以准确估算患者剂量的必要性。
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引用次数: 0
Enhancement of beta spectrometry using double scintillators and ML-based unfolding 利用双闪烁体和基于 ML 的展开增强贝塔光谱测定法
IF 2.8 3区 物理与天体物理 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-09-27 DOI: 10.1016/j.radphyschem.2024.112248
Yanfeng Xie , Soo Hyun Byun
We present a novel beta spectrometer that consists of two identical plastic scintillators with one scintillator screened by a thin copper plate as a beta shield. The screened scintillator responds only to gamma photons while the other scintillator responds to both beta particles and gamma photons. The spectrometer’s response to beta and gamma radiations was characterized by experiments and Monte Carlo simulations. The gamma responses of the scintillators were in good agreement in most energy region while the screened scintillator showed a notable gamma attenuation in the low energy region below 150 keV. Comparison of the simulated and measured pulse height spectra showed good agreements for both beta and gamma radiations. For beta spectrum analysis, a simple gamma subtraction method and a convolutional neural network (CNN)-based method were investigated for various mixed beta–gamma fields. The subtraction method showed good accuracy in most energy regions while a notable overestimation of beta fluence was observed in the low energy region, which was caused by the gamma attenuation effect of the screened scintillator. The outcomes of the CNN method showed good agreements with the true beta fluence spectra for the validation dataset, however, the CNN model led to a significant overestimation for a dataset produced using the radionuclides that have not been used in the training datasets. To take the advantages of the outperforming features of both unfolding methods, a hybrid algorithm was deduced by applying a tolerance range to the subtraction result.
我们展示了一种新型的贝塔光谱仪,它由两个相同的塑料闪烁体组成,其中一个闪烁体被一块薄铜板屏蔽,作为贝塔屏蔽。被屏蔽的闪烁体只对伽马光子有反应,而另一个闪烁体则对β粒子和伽马光子都有反应。通过实验和蒙特卡罗模拟,确定了光谱仪对 β 和 γ 辐射的响应特性。闪烁体的伽马射线响应在大多数能量区域都很一致,而屏蔽闪烁体则在 150 千伏以下的低能量区域表现出明显的伽马射线衰减。对模拟和测量的脉冲高度谱进行比较后发现,二者在贝塔射线和伽马射线方面的响应都很一致。在β频谱分析方面,针对各种β-γ混合场,研究了一种简单的γ减法和一种基于卷积神经网络(CNN)的方法。减法在大多数能量区域都显示出良好的准确性,而在低能量区域则观察到明显的高估β通量,这是由于屏蔽闪烁体的伽马衰减效应造成的。对于验证数据集,CNN 方法的结果显示与真实的贝塔通量光谱有很好的一致性,但是,对于使用未在训练数据集中使用的放射性核素生成的数据集,CNN 模型导致了显著的高估。为了利用这两种展开方法的优势特征,通过对减法结果应用容差范围,推导出了一种混合算法。
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引用次数: 0
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Radiation Physics and Chemistry
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