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3D Activity reconstruction from Angular Gamma Scanning via variational Bayes: A proof of concept. 通过变分贝叶斯从角度伽玛扫描中重建三维活动:一个概念证明。
IF 1.8 3区 工程技术 Q3 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2026-02-04 DOI: 10.1016/j.apradiso.2026.112479
Victor J Casas-Molina, Eric Laloy, Bart Rogiers, Tom Dhaene, Ivo Couckuyt

This study serves as a proof of concept for a Bayesian variational framework enabling high-resolution 3D activity reconstruction in 220 liter waste drums using Angular Segmented Gamma Scanning (ASGS) data and transmission-derived attenuation maps. Our proposed inference and uncertainty quantification approach is demonstrated using virtual experiments that simulate typical waste characterization scenarios. Computations are made tractable by using stochastic variational inference (SVI) together with a multi-resolution spatial prior to infer the spatial activity distribution. Results show that the approach can recover the spatial activity distribution within the considered drum, while also providing more accurate total activity estimates than conventional methods, thereby enhancing the accuracy of radiological waste characterization.

该研究验证了贝叶斯变分框架的概念,利用角分段伽玛扫描(ASGS)数据和传输导出的衰减图,可以在220升废桶中实现高分辨率3D活动重建。我们提出的推理和不确定性量化方法通过模拟典型废物表征场景的虚拟实验进行了演示。利用随机变分推理(SVI)和多分辨率空间先验来推断空间活动分布,使计算变得容易。结果表明,该方法可以恢复所考虑的鼓内的空间活动分布,同时也提供了比传统方法更准确的总活动估计,从而提高了放射性废物表征的准确性。
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引用次数: 0
A compact Rn-220 reference chamber with constant temperature and humidity. 一个紧凑的恒定温度和湿度的Rn-220参考室。
IF 1.8 3区 工程技术 Q3 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2026-01-31 DOI: 10.1016/j.apradiso.2026.112477
Hongbo Xu, Zhongkai Fan, Ruomei Xie, Xinyue Yang, Shicheng Luo, Chenxi Zu, Feng Xiao, Xianfa Mao, Hongzhi Yuan, Yanliang Tan

A novel compact Rn-220 reference chamber with stable temperature and humidity control was successfully designed and developed to support radiation-related experimental studies. The device consists of a 200 L cylindrical sealed chamber made of 304 stainless-steel, providing excellent airtightness and corrosion resistance. Concentration levels inside the chamber were tested using both 36 and 9 thorium doped lantern mantles as radioactive sources. A tray containing iodine-free supersaturated salt solution was placed at the bottom to regulate humidity, while a fan positioned at the top ensured adequate air mixing at a circulation rate of 12 m3 min-1. Experimental results indicated that the system could maintain a relative humidity of 73 ± 3%, while the temperature was stabilized at 31 ± 1 °C by an external air-conditioning system. Multi-point monitoring using a RAD7 radon detector indicated that the overall Rn-220 concentrations reached 166,700 ± 35,300 Bq m-3 and 47,700 ± 12,400 Bq m-3. The uncertainty of the 9 thorium doped lantern mantles configuration was 26.0%. Given the small vertical concentration difference across three heights with 9 thorium doped lantern mantles, this configuration was selected as the reference Rn-220 source. This compact Rn-220 reference chamber has potential applicability in instrument calibration and radiation-related studies.

成功设计和开发了一种具有稳定温度和湿度控制的新型紧凑的Rn-220参考室,以支持与辐射相关的实验研究。该设备由一个由304不锈钢制成的200 L圆柱形密封腔体组成,具有优异的气密性和耐腐蚀性。使用36和9掺杂钍的灯罩作为放射源,测试了室内的浓度水平。底部放置一个装有无碘过饱和盐溶液的托盘,以调节湿度,而顶部放置一个风扇,确保空气以12 m3 min-1的循环速率充分混合。实验结果表明,该系统可保持相对湿度为73 ± 3%,外部空调系统可将温度稳定在31 ± 1 °C。RAD7氡监测仪多点监测表明,总氡浓度为166,700 ± 35,300 Bq m-3和47,700 ± 12,400 Bq m-3。掺钍灯罩构型的不确定度为26.0%。考虑到9个掺钍灯罩在三个高度上的垂直浓度差很小,该配置被选为参考Rn-220源。这种紧凑的Rn-220基准室在仪器校准和辐射相关研究中具有潜在的适用性。
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引用次数: 0
Theoretical assessment of laser isotope separation for the production of high-specific-activity 169Yb from irradiated natural ytterbium. 激光同位素分离从辐照的天然镱中生产高比活度169Yb的理论评价。
IF 1.8 3区 工程技术 Q3 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2026-01-31 DOI: 10.1016/j.apradiso.2026.112463
M Sankari, M V Suryanarayana

We have theoretically studied the laser isotope separation of 169Yb from irradiated natural Yb through three-step laser photoionization process. The optimal configuration of the laser isotope separation system for enriching 169Yb has been determined by applying the density matrix formalism to the laser-atom interactions in a three-step photoionization process. It has been shown that it is possible to produce 63.1% enriched 169Yb at a production rate of 4.2 μg/hour (or 100 μg/day) which corresponds to 2.4 Ci/day from the natural Yb irradiated in low flux reactors. Employing the derived configuration, it is possible to produce one to two orders higher activity of 169Yb from natural Yb irradiated in medium or high flux reactors respectively. This is the first ever study on the laser isotope separation of 169Yb.

我们从理论上研究了用激光光电离三步法从辐照的天然镱中分离169Yb的激光同位素。将密度矩阵的形式应用于三步光电离过程中激光-原子相互作用,确定了富集169Yb的激光同位素分离系统的最佳配置。实验表明,在低通量反应器中辐照的天然钇矿可以以4.2 μg/小时(或100 μg/天)的产率生产富集63.1%的169Yb,相当于2.4 Ci/天。采用推导出的构型,可以从中通量或高通量反应器中辐照的天然镱中分别产生高一到两个数量级的169Yb活度。这是首次对169Yb的激光同位素分离进行研究。
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引用次数: 0
Establishment of diagnostic reference level for digital mammography in northern Saudi Arabia. 沙特阿拉伯北部数字乳房x线摄影诊断参考水平的建立。
IF 1.8 3区 工程技术 Q3 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2026-01-31 DOI: 10.1016/j.apradiso.2026.112467
Abdulaziz S Alshabibi, Sultan F Alhujaili, Feras Alafer, Basim S Almutairi, Ziyad Alrowaili, Abdulrahman S Alotaibi, Maily J Alrowily, Muhannad K AlHarbi, Mohamed Abuzaid

This retrospective multicenter study aimed to establish local diagnostic reference levels (LDRLs) for digital mammography and assess radiation dose variability across five government hospitals in northern Saudi Arabia. A total of 1729 mammographic examinations performed between January and June 2024 were analyzed. Data included patient demographics, technical parameters (kVp, mAs, compression force, and compressed breast thickness), and dose metrics, average glandular dose (AGD) and entrance surface exposure (ESE), for standard craniocaudal (CC) and mediolateral oblique (MLO) views. Following the methodology outlined in ICRP Publication 135 (2017), LDRLs were derived as the 75th percentile of the median dose values from the participating facilities for examinations performed at a compressed breast thickness of 50 ± 5 mm. Statistical analysis employed the Kruskal-Wallis test for inter-center comparisons and Spearman correlations to examine relationships between dose and technical parameters across the dataset. Significant inter-center variability was observed (p < 0.001), indicating notable differences in clinical technique and dose optimization practices. The combined 75th-percentile AGD was 1.27 mGy, with MLO projections requiring higher doses than CC views (AGD = 2.47 mGy vs. 1.22 mGy). AGD demonstrated strong positive correlations with mAs (r = 0.781) and compressed breast thickness (r = 0.609), while compression force showed a weak negative correlation (r = -0.185), confirming the impact of both patient-related and technical factors on radiation dose outcomes. The established LDRL falls within previously reported Saudi values and remains lower than many international benchmarks, indicating that mammography practices in northern Saudi Arabia are well optimized and aligned with global standards, while highlighting the need for continued protocol standardization across centers.

本回顾性多中心研究旨在建立数字乳房x光检查的当地诊断参考水平(ldrl),并评估沙特阿拉伯北部五家政府医院的辐射剂量变异性。分析了2024年1月至6月期间进行的1729次乳房x线检查。数据包括患者人口统计学、技术参数(kVp、mAs、压缩力和压缩乳房厚度)、剂量指标、平均腺体剂量(AGD)和标准颅侧(CC)和中外侧斜位(MLO)视图的入口表面暴露(ESE)。根据ICRP第135号出版物(2017)中概述的方法,LDRLs是在乳房压缩厚度为50 ± 5 mm时进行检查的参与机构中位剂量值的第75个百分位数。统计分析采用中心间比较的Kruskal-Wallis检验和Spearman相关性来检查整个数据集中剂量和技术参数之间的关系。中心间差异显著(p
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引用次数: 0
Three-dimensional nanofiber integration enhances radiation resistance in protective gloves: Molecular mechanisms and predictive modeling. 三维纳米纤维集成增强防护手套的抗辐射能力:分子机制和预测建模。
IF 1.8 3区 工程技术 Q3 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2026-01-29 DOI: 10.1016/j.apradiso.2026.112469
Ornnicha Kongwut, Phatsaran Laohhapaiboon

Electron beam sterilization in medical and nuclear facilities creates ongoing challenges for protective glove integrity, with frequent failures imposing significant safety risks and operational costs. This study employed a comprehensive multi-technique molecular analysis approach using Electron Paramagnetic Resonance (EPR), Positron Annihilation Lifetime Spectroscopy (PALS), and Small-Angle X-ray Scattering (SAXS) to investigate the performance gap between nanofiber-reinforced woven (NFW) and surface-coated (SC) nitrile gloves subjected to clinically-relevant radiation doses (10-25 kGy). The main finding revealed that NFW gloves achieve 2.5-fold longer service life than SC alternatives through superior molecular-level protection mechanisms. EPR spectroscopy showed SC gloves developed 61 % higher radical concentration than NFW gloves at 25 kGy (8.7 × 1017 vs 5.4 × 1017 spins/g), with NFW exhibiting superior radical stability (62 % retention at 168h versus 43 % for SC gloves). PALS demonstrated NFW's significantly lower Void Expansion Coefficient (0.07 vs 0.41 Å3/kGy), correlating with reduced oxygen diffusion rates (1.4 × 10-9 vs 8.7 × 10-9 cm2/s). SAXS analysis established superior Structural Preservation Quotient for woven architecture (0.81 vs 0.33), reflecting enhanced nanoscale organizational stability. NFW gloves retained 68 % of tensile strength at 25 kGy compared to only 42 % for SC gloves, demonstrating practical performance advantages. Integration of these molecular parameters into a comprehensive Molecular Protection Factor (5.7 vs 2.3) enabled accurate prediction of mechanical performance retention with 92 % correlation across the radiation spectrum. Three-dimensional woven integration provided extended Effective Protection Period of 42 months versus 17 months for surface-concentrated alternatives. The protection mechanism hierarchy demonstrated stress distribution effectiveness as the primary factor (41 % contribution), followed by radical isolation (27 %), void restriction (19 %), and network balance (13 %). Interface engineering and spatial distribution optimization offered superior enhancement potential (215 % calculated improvement) compared to traditional antioxidant approaches (maximum 65 % enhancement), establishing validated molecular-scale design principles for next-generation radiation-resistant protective equipment development.

医疗和核设施中的电子束灭菌对防护手套的完整性构成持续挑战,经常出现故障,造成重大安全风险和运营成本。本研究采用电子顺磁共振(EPR)、正电子湮灭寿命谱(PALS)和小角度x射线散射(SAXS)等综合多技术分子分析方法,研究了纳米纤维增强编织(NFW)和表面涂层(SC)丁腈手套在临床相关辐射剂量(10-25 kGy)下的性能差异。主要发现表明,NFW手套通过优越的分子水平保护机制,比SC替代品的使用寿命长2.5倍。EPR光谱显示,在25 kGy时,SC手套的自由基浓度比NFW手套高61 %(8.7 × 1017 vs 5.4 × 1017),NFW手套具有更好的自由基稳定性(在168h时保留率为62 %,而SC手套为43 %)。PALS表明NFW的空隙膨胀系数显著降低(0.07 vs 0.41 Å3/kGy),与降低的氧扩散速率相关(1.4 × 10-9 vs 8.7 × 10-9 cm2/s)。SAXS分析发现,编织建筑的结构保存商(0.81 vs 0.33)更优越,反映了纳米级组织稳定性的增强。NFW手套在25 kGy时保持了68 %的抗拉强度,而SC手套只有42 %,显示出实用的性能优势。将这些分子参数整合到一个综合的分子保护因子(5.7 vs 2.3)中,可以准确预测机械性能保留,整个辐射光谱的相关性为92 %。立体编织一体化提供了42个月的有效保护期,而表面集中的替代品只有17个月。从保护机制层次上看,应力分布的有效性是主要因素(41 %),其次是自由基隔离(27 %)、空隙限制(19 %)和网络平衡(13 %)。与传统的抗氧化方法(最大增强65 %)相比,界面工程和空间分布优化提供了更好的增强潜力(215 %),为下一代抗辐射防护设备的开发建立了有效的分子尺度设计原则。
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引用次数: 0
Evaluation of exposure characteristics and radiological risks for cyclotron-based 18F radiopharmaceutical production workers in China. 中国以回旋加速器为基础的18F放射性药物生产工人的暴露特征和放射风险评价
IF 1.8 3区 工程技术 Q3 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2026-01-29 DOI: 10.1016/j.apradiso.2026.112474
Peng Dang, Ziya Feng, Xiaoyong Yang, Xingjiang Cao, Lanlan Tian, Xiaodong Shi, Xiaolei Shen, Jie Qi, Ende Zhong, Jin Wang

Background: The handling of non-sealed radiopharmaceuticals poses significant risks of occupational exposure and radioactive contamination. With rapid growth in demand, an increasing number of workers are long-term exposed to various radiation hazards. However, the exposure characteristics and dosimetry basics remain poorly understood.

Methods: This study reconstructed 1189 personal dose equivalent data for 311 radiation workers from 2021 to 2023 in China to analyze exposure characteristics. Through on-site inspections of the radiation levels in 15 representative facilities, 1889 measurement points were assessed for radiation hazard distributions and dose contributions. Based on Biological Effects of Ionizing Radiation-VII (BEIR-VII) risk models, 120 exposure scenarios were considered to estimate excess lifetime risks of stochastic effects.

Results: The maximum annual effective dose reaches 5.29 mSv and presents a decreasing trend annually. Some occupational personnel, such as production technicians, should be given more attention regarding radiation exposure. Monitoring of nuclide operational quantities is conducive to avoiding overexposure. Gamma-rays are the largest dose source, contributing more than 75 % of the personal dose, with a maximum dose rate of 50 μSv/h. The dose contribution of neutrons cannot be ignored, particularly for cyclotron operators. The highest lifetime risks of thyroid cancer and leukemia caused by annual doses are 1.8 × 10-5 and 1.03 × 10-5, respectively. The radiological risk also increases with longer working years and higher doses.

Conclusions: It is necessary to strengthen radiation protection for some workers, especially production technicians and cyclotron operators, and conduct radiation monitoring in high-risk workplaces, including hot cells. The radiological risks caused by accumulated dose should not be ignored, particularly during the early career.

背景:非密封放射性药品的处理具有显著的职业暴露和放射性污染风险。随着需求的快速增长,越来越多的工人长期暴露在各种辐射危害中。然而,人们对辐照特性和剂量学基础仍然知之甚少。方法:对中国311名辐射工作人员2021 - 2023年1189份个人剂量当量数据进行重建,分析其暴露特征。通过对15个代表性设施的辐射水平进行现场视察,评估了1889个测量点的辐射危害分布和剂量贡献。基于电离辐射生物效应- vii (BEIR-VII)风险模型,考虑了120种暴露情景来估计随机效应的过量寿命风险。结果:最大年有效剂量为5.29 mSv,并呈逐年下降趋势。一些职业人员,如生产技术人员,应更加重视辐射照射。监测核素操作量有助于避免过度暴露。γ射线是最大的剂量源,占个人剂量的75% %以上,最大剂量率为50 μSv/h。中子的剂量贡献是不可忽视的,特别是对于回旋加速器操作员。年剂量导致甲状腺癌和白血病的最高终生风险分别为1.8 × 10-5和1.03 × 10-5。放射风险也随着工作年限的延长和剂量的增加而增加。结论:有必要加强对部分作业人员特别是生产技术人员和回旋加速器操作人员的辐射防护,并对热室等高危作业场所进行辐射监测。累积剂量引起的辐射风险不容忽视,特别是在职业生涯早期。
{"title":"Evaluation of exposure characteristics and radiological risks for cyclotron-based <sup>18</sup>F radiopharmaceutical production workers in China.","authors":"Peng Dang, Ziya Feng, Xiaoyong Yang, Xingjiang Cao, Lanlan Tian, Xiaodong Shi, Xiaolei Shen, Jie Qi, Ende Zhong, Jin Wang","doi":"10.1016/j.apradiso.2026.112474","DOIUrl":"https://doi.org/10.1016/j.apradiso.2026.112474","url":null,"abstract":"<p><strong>Background: </strong>The handling of non-sealed radiopharmaceuticals poses significant risks of occupational exposure and radioactive contamination. With rapid growth in demand, an increasing number of workers are long-term exposed to various radiation hazards. However, the exposure characteristics and dosimetry basics remain poorly understood.</p><p><strong>Methods: </strong>This study reconstructed 1189 personal dose equivalent data for 311 radiation workers from 2021 to 2023 in China to analyze exposure characteristics. Through on-site inspections of the radiation levels in 15 representative facilities, 1889 measurement points were assessed for radiation hazard distributions and dose contributions. Based on Biological Effects of Ionizing Radiation-VII (BEIR-VII) risk models, 120 exposure scenarios were considered to estimate excess lifetime risks of stochastic effects.</p><p><strong>Results: </strong>The maximum annual effective dose reaches 5.29 mSv and presents a decreasing trend annually. Some occupational personnel, such as production technicians, should be given more attention regarding radiation exposure. Monitoring of nuclide operational quantities is conducive to avoiding overexposure. Gamma-rays are the largest dose source, contributing more than 75 % of the personal dose, with a maximum dose rate of 50 μSv/h. The dose contribution of neutrons cannot be ignored, particularly for cyclotron operators. The highest lifetime risks of thyroid cancer and leukemia caused by annual doses are 1.8 × 10<sup>-5</sup> and 1.03 × 10<sup>-5</sup>, respectively. The radiological risk also increases with longer working years and higher doses.</p><p><strong>Conclusions: </strong>It is necessary to strengthen radiation protection for some workers, especially production technicians and cyclotron operators, and conduct radiation monitoring in high-risk workplaces, including hot cells. The radiological risks caused by accumulated dose should not be ignored, particularly during the early career.</p>","PeriodicalId":8096,"journal":{"name":"Applied Radiation and Isotopes","volume":"230 ","pages":"112474"},"PeriodicalIF":1.8,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146103339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design analysis of neutron source based on low energy cyclotron used for small-scale accelerator-driven system. 小型加速器驱动系统低能回旋加速器中子源设计分析。
IF 1.8 3区 工程技术 Q3 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2026-01-29 DOI: 10.1016/j.apradiso.2026.112473
Syarip Syarip, Isdandy Rezki Febrianto, Djoko Slamet Pudjorahardjo, Taufik, Wijono, Aniti Payudan, Andang Widi Harto

An appropriate target system is crucial for converting the incident proton beam from a cyclotron into a neutron beam, which drives a subcritical reactor in a small-scale accelerator-driven system (SS-ADS). The methodology for designing the target system was a combination of the Particle and Heavy Ion code Transport System (PHITS) simulation and the Response Surface Methodology (RSM) analysis. PHITS simulations applied the proton beam specifications from the DECY-13 cyclotron as the particle source model, and RSM incorporated the external neutron beam requirement of the SAMOP subcritical reactor into the optimization. Beryllium was chosen as the target material because it produces the highest neutron yield per incident proton, outperforming other candidates such as manganese, titanium, and vanadium. The heavy water moderated neutrons produced by the 9Be(p,n)9B reaction, while polyethylene functioned as a neutron reflector. The analysis result shows that the optimal target system consisted of the target material in a form of obstructed needle with radial thickness of 0.18 cm, cavity length of 2.56 cm, obstructed thickness and angle of 0.17 cm and 31.06 degree; the moderator in a shape of truncated cone with length of 3.26 cm, entrance and exit radius of 0.85 cm and 0.91 cm; and neutron reflector thickness 15.64 cm. Equipped with the target system, the DECY-13 cyclotron can deliver a thermal neutron flux of (2.7 ± 0.1)×108 n/cm2s, sufficient to drive the SS-ADS subcritical reactor. An additional PHITS simulation with the optimal configuration validated the RSM prediction by producing a thermal neutron flux of (2.81 ± 0.02)×108 n/cm2s. It indicates that RSM prediction is highly accurate in this case, with a deviation of 3.91 %.

在小型加速器驱动系统(SS-ADS)中,为了将入射质子束从回旋加速器转化为中子束,驱动亚临界反应堆,合适的靶系统至关重要。目标系统的设计方法是粒子和重离子码输运系统(PHITS)模拟和响应面法(RSM)分析相结合。PHITS模拟采用DECY-13回旋加速器的质子束规格作为粒子源模型,RSM将SAMOP亚临界反应堆的外部中子束要求纳入优化。之所以选择铍作为目标材料,是因为它每入射质子产生的中子产出率最高,优于锰、钛和钒等其他候选材料。重水减缓了9Be(p,n)9B反应产生的中子,而聚乙烯起到了中子反射器的作用。分析结果表明:最优靶材为径向厚度0.18 cm、腔长2.56 cm、夹角0.17 cm和夹角31.06度的受阻针状靶材;缓冲剂呈截锥形状,长度为3.26 cm,进出料半径分别为0.85 cm和0.91 cm;中子反射体厚度15.64 cm。DECY-13回旋加速器配备靶系统后,其热中子通量可达(2.7 ± 0.1)×108 n/cm2s,足以驱动SS-ADS亚临界反应堆。另外一个具有最优配置的PHITS模拟验证了RSM预测,产生的热中子通量为(2.81 ± 0.02)×108 n/cm2s。结果表明,在这种情况下,RSM预测精度很高,偏差为3.91 %。
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引用次数: 0
Experimental and Monte Carlo study of semiconductor detectors response to 2.45 MeV-3.95 MeV neutrons at NCSR "Demokritos". NCSR“Demokritos”半导体探测器对2.45 MeV-3.95 MeV中子响应的实验和蒙特卡罗研究。
IF 1.8 3区 工程技术 Q3 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2026-01-28 DOI: 10.1016/j.apradiso.2026.112471
K Kaperoni, M Diakaki, M Kokkoris, C Weiss, E Griesmayer, J Melbinger, V Michalopoulou, T Fragner, R Vlastou, M Axiotis, S Chasapoglou

Neutron detectors play a vital role in radiation applications, particularly in nuclear, high-energy physics experiments and fusion facilities, where accurate neutron spectrum measurements and flux monitoring are essential. In fusion research, detecting 2.45 MeV neutrons, produced via D-D fusion, is especially important, offering key information on the progress of the reaction. However, accurate neutron measurements at energies below 6 MeV remain challenging due to high background levels, low detector efficiencies, and the fact that many reaction channels are closed. Among the various detection technologies, semiconductor detectors based on diamond and silicon carbide (SiC) are highly favored thanks to their excellent energy resolution and ability to operate in harsh environmental conditions. A common approach in semiconductor neutron detection involves conversion layers (e.g., LiF or hydrogen) to enable detection via secondary charged particles such as tritons, alpha particles, or proton recoils. In this work, we investigate and compare the response functions of a diamond and a SiC detector to fast neutrons at 2.45 MeV, 2.95 MeV, 3.45 MeV, and 3.95 MeV, using direct detection through elastic scattering without the use of conversion layers. For this purpose, a 50 μm single-crystalline diamond and a 50 μm SiC detectors were exposed to quasi-monoenergetic neutron beams at NCSR "Demokritos" in Athens. The resulting experimental spectra were compared with Geant4 simulations to validate the measurements and to extract the detection efficiencies.

中子探测器在辐射应用中起着至关重要的作用,特别是在核、高能物理实验和聚变设施中,精确的中子谱测量和通量监测是必不可少的。在核聚变研究中,探测通过D-D聚变产生的2.45兆电子伏特的中子尤为重要,它提供了反应进展的关键信息。然而,由于高背景能级、低探测器效率以及许多反应通道关闭的事实,精确测量能量低于6 MeV的中子仍然具有挑战性。在各种检测技术中,基于金刚石和碳化硅(SiC)的半导体探测器因其出色的能量分辨率和在恶劣环境条件下工作的能力而备受青睐。半导体中子探测中的一种常见方法涉及转换层(例如,liff或氢),以便通过二次带电粒子(如氚、α粒子或质子反冲)进行探测。在这项工作中,我们研究并比较了金刚石和SiC探测器对2.45 MeV, 2.95 MeV, 3.45 MeV和3.95 MeV的快中子的响应函数,采用弹性散射直接探测而不使用转换层。为此,将50 μm单晶金刚石和50 μm SiC探测器暴露在雅典NCSR“Demokritos”的准单能中子束中。将得到的实验光谱与Geant4模拟结果进行了比较,以验证测量结果并提取检测效率。
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引用次数: 0
Application of Self2Self self-supervised denoising framework to airborne gamma-ray spectrometry data self- self自监督去噪框架在机载伽马能谱数据中的应用
IF 1.8 3区 工程技术 Q3 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2026-01-26 DOI: 10.1016/j.apradiso.2026.112468
Fan Li , Chao Xiong , Jiahao He , Xin Wang , Xinjie Wang , Hexi Wu
Airborne gamma-ray spectrometry(AGRS)data are susceptible to degradation due to factors such as flight altitude variations, constraints on detector volume, and intricate background interferences, which collectively hinder the acquisition of high-quality reference samples in field environments and curtail the performance of conventional denoising techniques. This study investigates the potential feasibility of the Self2Self self-supervised denoising algorithm in this domain. The approach requires only a single noisy image, employing random Bernoulli masks to produce incomplete image variants, thereby forcing an enhanced U-Net architecture to reconstruct the values of masked pixels. Furthermore, it integrates dropout mechanisms for multiple sampling alongside ensemble prediction strategies to alleviate variance and generate high-fidelity denoised outputs. Experiments were conducted utilizing data from the LSS experimental zone in Gansu Province, with evaluations performed via peak signal-to-noise ratio (PSNR), structural similarity index measure (SSIM), and feature peak signal-to-noise ratio (FPSNR) metrics. The outcomes reveal that post-denoising, the PSNR values for thorium (Th), potassium (K), and uranium (U) attained 32.03 dB, 30.53 dB, and 28.66 dB, respectively, accompanied by SSIM values of 0.99, 0.97, and 0.91. Additionally, the FPSNR for the characteristic peaks of each radionuclide exhibited enhancements ranging from 2.43 to 2.60 dB, with the uranium series representing a relative improvement of 29.6 %. This methodology proficiently preserves spectral peak morphologies and gradient transitions while effectively attenuating stripe artifacts, thereby augmenting overall image quality. The research furnishes novel perspectives for leveraging AGRS in mineral prospecting and environmental surveillance, substantiating the robustness of the Self2Self framework in processing datasets characterized by low count rates and stochastic noise perturbations.
机载伽玛射线能谱(AGRS)数据容易受到飞行高度变化、探测器体积限制和复杂背景干扰等因素的影响,这些因素共同阻碍了在野外环境中获取高质量参考样本,并降低了传统去噪技术的性能。本研究探讨了Self2Self自监督去噪算法在该领域的潜在可行性。该方法只需要一张有噪声的图像,使用随机伯努利掩模来产生不完整的图像变体,从而迫使增强的U-Net架构来重建掩模像素的值。此外,它集成了多个采样的dropout机制和集成预测策略,以减轻方差并产生高保真的去噪输出。实验利用甘肃省LSS实验区的数据,通过峰值信噪比(PSNR)、结构相似指数(SSIM)和特征峰值信噪比(FPSNR)指标进行评价。结果表明,去噪后,钍(Th)、钾(K)和铀(U)的PSNR分别达到32.03 dB、30.53 dB和28.66 dB, SSIM分别为0.99、0.97和0.91。此外,每种放射性核素的特征峰的FPSNR都有2.43 ~ 2.60 dB的增强,其中铀系列的相对改善为29.6 %。该方法有效地保留了光谱峰形态和梯度过渡,同时有效地衰减了条纹伪影,从而提高了整体图像质量。该研究为利用AGRS进行矿产勘探和环境监测提供了新的视角,证实了self - 2self框架在处理以低计数率和随机噪声扰动为特征的数据集时的鲁棒性。
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引用次数: 0
Artificial Neural Network–Based prediction of production cross sections of the medical radioisotopes 67Ga and 89Zr 基于人工神经网络的医用放射性同位素67Ga和89Zr生产截面预测
IF 1.8 3区 工程技术 Q3 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2026-01-23 DOI: 10.1016/j.apradiso.2026.112461
Murat Okutan , Yiğit Ali Üncü , Gençay Sevim , Mert Şekerci , Tolga Kiliçarslan , Bayram Demir , Hasan Özdoğan
In this study, the excitation functions of the 67Zn(p,n)67Ga, 68Zn(p,2n)67Ga, and 89Y(p,n)89Zr reactions were investigated. Nuclear reaction simulations were performed using the TALYS 1.95 and EMPIRE 3.2 codes, by using Two Component Exciton Model, Geometry Dependent Hybrid Model, Exciton Model, and Hybrid Monte Carlo Simulation. In parallel, a feedforward artificial neural network (ANN) trained with the Levenberg–Marquardt (LM) algorithm was employed to predict the same reaction cross-sections using experimental data. Comparative analysis revealed a strong consistency between TALYS and EMPIRE calculations, ANN predictions, and experimental results, with the ANN providing enhanced predictive performance in energy regions where experimental data are sparse or uncertain. Furthermore, activation and yield calculations confirmed the feasibility of producing clinically relevant quantities of 67Ga and 89Zr under realistic irradiation conditions. In conclusion, the use of physics-based nuclear reaction codes with data-driven ANN models has been demonstrated to be useful in medical radionuclide production studies by providing a complementary framework for cross-section estimation.
本文研究了67Zn(p,n)67Ga、68Zn(p,2n)67Ga和89Y(p,n)89Zr反应的激发函数。采用TALYS 1.95和EMPIRE 3.2代码,采用双组分激子模型、几何相关混合模型、激子模型和混合蒙特卡罗模拟进行核反应模拟。同时,采用Levenberg-Marquardt (LM)算法训练的前馈人工神经网络(ANN),利用实验数据预测相同的反应截面。对比分析显示,TALYS和EMPIRE计算、人工神经网络预测和实验结果之间具有很强的一致性,人工神经网络在实验数据稀疏或不确定的能量区域提供了增强的预测性能。此外,活化和产率计算证实了在实际辐照条件下产生临床相关数量的67Ga和89Zr的可行性。总之,使用基于物理的核反应代码和数据驱动的人工神经网络模型已被证明在医学放射性核素生产研究中是有用的,因为它为截面估计提供了一个补充框架。
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Applied Radiation and Isotopes
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