Pub Date : 2026-02-04DOI: 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.
{"title":"3D Activity reconstruction from Angular Gamma Scanning via variational Bayes: A proof of concept.","authors":"Victor J Casas-Molina, Eric Laloy, Bart Rogiers, Tom Dhaene, Ivo Couckuyt","doi":"10.1016/j.apradiso.2026.112479","DOIUrl":"https://doi.org/10.1016/j.apradiso.2026.112479","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":8096,"journal":{"name":"Applied Radiation and Isotopes","volume":"230 ","pages":"112479"},"PeriodicalIF":1.8,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146130776","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}
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.
{"title":"A compact Rn-220 reference chamber with constant temperature and humidity.","authors":"Hongbo Xu, Zhongkai Fan, Ruomei Xie, Xinyue Yang, Shicheng Luo, Chenxi Zu, Feng Xiao, Xianfa Mao, Hongzhi Yuan, Yanliang Tan","doi":"10.1016/j.apradiso.2026.112477","DOIUrl":"https://doi.org/10.1016/j.apradiso.2026.112477","url":null,"abstract":"<p><p>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 m<sup>3</sup> min<sup>-1</sup>. 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<sup>-3</sup> and 47,700 ± 12,400 Bq m<sup>-3</sup>. 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.</p>","PeriodicalId":8096,"journal":{"name":"Applied Radiation and Isotopes","volume":"230 ","pages":"112477"},"PeriodicalIF":1.8,"publicationDate":"2026-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146123417","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}
Pub Date : 2026-01-31DOI: 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.
{"title":"Theoretical assessment of laser isotope separation for the production of high-specific-activity <sup>169</sup>Yb from irradiated natural ytterbium.","authors":"M Sankari, M V Suryanarayana","doi":"10.1016/j.apradiso.2026.112463","DOIUrl":"https://doi.org/10.1016/j.apradiso.2026.112463","url":null,"abstract":"<p><p>We have theoretically studied the laser isotope separation of <sup>169</sup>Yb from irradiated natural Yb through three-step laser photoionization process. The optimal configuration of the laser isotope separation system for enriching <sup>169</sup>Yb 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 <sup>169</sup>Yb 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 <sup>169</sup>Yb from natural Yb irradiated in medium or high flux reactors respectively. This is the first ever study on the laser isotope separation of <sup>169</sup>Yb.</p>","PeriodicalId":8096,"journal":{"name":"Applied Radiation and Isotopes","volume":"230 ","pages":"112463"},"PeriodicalIF":1.8,"publicationDate":"2026-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146130705","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}
Pub Date : 2026-01-31DOI: 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.
{"title":"Establishment of diagnostic reference level for digital mammography in northern Saudi Arabia.","authors":"Abdulaziz S Alshabibi, Sultan F Alhujaili, Feras Alafer, Basim S Almutairi, Ziyad Alrowaili, Abdulrahman S Alotaibi, Maily J Alrowily, Muhannad K AlHarbi, Mohamed Abuzaid","doi":"10.1016/j.apradiso.2026.112467","DOIUrl":"https://doi.org/10.1016/j.apradiso.2026.112467","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":8096,"journal":{"name":"Applied Radiation and Isotopes","volume":"230 ","pages":"112467"},"PeriodicalIF":1.8,"publicationDate":"2026-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146123419","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}
Pub Date : 2026-01-29DOI: 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。
{"title":"Three-dimensional nanofiber integration enhances radiation resistance in protective gloves: Molecular mechanisms and predictive modeling.","authors":"Ornnicha Kongwut, Phatsaran Laohhapaiboon","doi":"10.1016/j.apradiso.2026.112469","DOIUrl":"https://doi.org/10.1016/j.apradiso.2026.112469","url":null,"abstract":"<p><p>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 × 10<sup>17</sup> vs 5.4 × 10<sup>17</sup> 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 Å<sup>3</sup>/kGy), correlating with reduced oxygen diffusion rates (1.4 × 10<sup>-9</sup> vs 8.7 × 10<sup>-9</sup> cm<sup>2</sup>/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.</p>","PeriodicalId":8096,"journal":{"name":"Applied Radiation and Isotopes","volume":"230 ","pages":"112469"},"PeriodicalIF":1.8,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146123424","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}
Pub Date : 2026-01-29DOI: 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.
{"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}
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 %.
{"title":"Design analysis of neutron source based on low energy cyclotron used for small-scale accelerator-driven system.","authors":"Syarip Syarip, Isdandy Rezki Febrianto, Djoko Slamet Pudjorahardjo, Taufik, Wijono, Aniti Payudan, Andang Widi Harto","doi":"10.1016/j.apradiso.2026.112473","DOIUrl":"https://doi.org/10.1016/j.apradiso.2026.112473","url":null,"abstract":"<p><p>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 <sup>9</sup>Be(p,n)<sup>9</sup>B 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)×10<sup>8</sup> n/cm<sup>2</sup>s, 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)×10<sup>8</sup> n/cm<sup>2</sup>s. It indicates that RSM prediction is highly accurate in this case, with a deviation of 3.91 %.</p>","PeriodicalId":8096,"journal":{"name":"Applied Radiation and Isotopes","volume":"230 ","pages":"112473"},"PeriodicalIF":1.8,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146111600","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}
Pub Date : 2026-01-28DOI: 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.
{"title":"Experimental and Monte Carlo study of semiconductor detectors response to 2.45 MeV-3.95 MeV neutrons at NCSR \"Demokritos\".","authors":"K Kaperoni, M Diakaki, M Kokkoris, C Weiss, E Griesmayer, J Melbinger, V Michalopoulou, T Fragner, R Vlastou, M Axiotis, S Chasapoglou","doi":"10.1016/j.apradiso.2026.112471","DOIUrl":"https://doi.org/10.1016/j.apradiso.2026.112471","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":8096,"journal":{"name":"Applied Radiation and Isotopes","volume":"230 ","pages":"112471"},"PeriodicalIF":1.8,"publicationDate":"2026-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146103412","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}
Pub Date : 2026-01-26DOI: 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.
{"title":"Application of Self2Self self-supervised denoising framework to airborne gamma-ray spectrometry data","authors":"Fan Li , Chao Xiong , Jiahao He , Xin Wang , Xinjie Wang , Hexi Wu","doi":"10.1016/j.apradiso.2026.112468","DOIUrl":"10.1016/j.apradiso.2026.112468","url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":8096,"journal":{"name":"Applied Radiation and Isotopes","volume":"230 ","pages":"Article 112468"},"PeriodicalIF":1.8,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146074865","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}
Pub Date : 2026-01-23DOI: 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.
{"title":"Artificial Neural Network–Based prediction of production cross sections of the medical radioisotopes 67Ga and 89Zr","authors":"Murat Okutan , Yiğit Ali Üncü , Gençay Sevim , Mert Şekerci , Tolga Kiliçarslan , Bayram Demir , Hasan Özdoğan","doi":"10.1016/j.apradiso.2026.112461","DOIUrl":"10.1016/j.apradiso.2026.112461","url":null,"abstract":"<div><div>In this study, the excitation functions of the <sup>67</sup>Zn(p,n)<sup>67</sup>Ga, <sup>68</sup>Zn(p,2n)<sup>67</sup>Ga, and <sup>89</sup>Y(p,n)<sup>89</sup>Zr 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 <sup>67</sup>Ga and <sup>89</sup>Zr 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.</div></div>","PeriodicalId":8096,"journal":{"name":"Applied Radiation and Isotopes","volume":"230 ","pages":"Article 112461"},"PeriodicalIF":1.8,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146074866","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}