Pub Date : 2024-05-30DOI: 10.1007/s41365-024-01427-z
Yang Jiao, Li-Hua Mo, Jin-Hu Yang, Yu-Zhu Liu, Ya-Nan Yin, Liang Wang, Qi-Yu Chen, Xiao-Yu Yan, Shi-Wei Zhao, Bo Li, You-Mei Sun, Pei-Xiong Zhao, Jie Liu
The 28 nm process has a high cost-performance ratio and has gradually become the standard for the field of radiation-hardened devices. However, owing to the minimum physical gate length of only 35 nm, the physical area of a standard 6T SRAM unit is approximately (0.16,upmu hbox{m}^{2}), resulting in a significant enhancement of multi-cell charge-sharing effects. Multiple-cell upsets (MCUs) have become the primary physical mechanism behind single-event upsets (SEUs) in advanced nanometer node devices. The range of ionization track effects increases with higher ion energies, and spacecraft in orbit primarily experience SEUs caused by high-energy ions. However, ground accelerator experiments have mainly obtained low-energy ion irradiation data. Therefore, the impact of ion energy on the SEU cross section, charge collection mechanisms, and MCU patterns and quantities in advanced nanometer devices remains unclear. In this study, based on the experimental platform of the Heavy Ion Research Facility in Lanzhou, low- and high-energy heavy-ion beams were used to study the SEUs of 28 nm SRAM devices. The influence of ion energy on the charge collection processes of small-sensitive-volume devices, MCU patterns, and upset cross sections was obtained, and the applicable range of the inverse cosine law was clarified. The findings of this study are an important guide for the accurate evaluation of SEUs in advanced nanometer devices and for the development of radiation-hardening techniques.
28 纳米工艺具有很高的性价比,已逐渐成为辐射加固器件领域的标准。然而,由于最小物理栅极长度仅为 35 纳米,标准 6T SRAM 单元的物理面积约为(0.16,upmu hbox{m}^{2}),导致多单元电荷共享效应显著增强。在先进的纳米节点器件中,多电池突变(MCU)已成为单事件突变(SEU)背后的主要物理机制。电离轨道效应的范围随着离子能量的增加而增大,轨道上的航天器主要经历由高能离子引起的 SEU。然而,地面加速器实验主要获得的是低能离子辐照数据。因此,离子能量对先进纳米器件中的 SEU 截面、电荷收集机制以及 MCU 模式和数量的影响仍不清楚。本研究基于兰州重离子研究装置的实验平台,利用低能和高能重离子束研究了 28 纳米 SRAM 器件的 SEU。获得了离子能量对小敏感体积器件电荷收集过程、MCU模式和失调截面的影响,明确了反余弦定律的适用范围。该研究结果对准确评估先进纳米器件中的 SEUs 以及开发辐射硬化技术具有重要指导意义。
{"title":"Heavy ion energy influence on multiple-cell upsets in small sensitive volumes: from standard to high energies","authors":"Yang Jiao, Li-Hua Mo, Jin-Hu Yang, Yu-Zhu Liu, Ya-Nan Yin, Liang Wang, Qi-Yu Chen, Xiao-Yu Yan, Shi-Wei Zhao, Bo Li, You-Mei Sun, Pei-Xiong Zhao, Jie Liu","doi":"10.1007/s41365-024-01427-z","DOIUrl":"https://doi.org/10.1007/s41365-024-01427-z","url":null,"abstract":"<p>The 28 nm process has a high cost-performance ratio and has gradually become the standard for the field of radiation-hardened devices. However, owing to the minimum physical gate length of only 35 nm, the physical area of a standard 6T SRAM unit is approximately <span>(0.16,upmu hbox{m}^{2})</span>, resulting in a significant enhancement of multi-cell charge-sharing effects. Multiple-cell upsets (MCUs) have become the primary physical mechanism behind single-event upsets (SEUs) in advanced nanometer node devices. The range of ionization track effects increases with higher ion energies, and spacecraft in orbit primarily experience SEUs caused by high-energy ions. However, ground accelerator experiments have mainly obtained low-energy ion irradiation data. Therefore, the impact of ion energy on the SEU cross section, charge collection mechanisms, and MCU patterns and quantities in advanced nanometer devices remains unclear. In this study, based on the experimental platform of the Heavy Ion Research Facility in Lanzhou, low- and high-energy heavy-ion beams were used to study the SEUs of 28 nm SRAM devices. The influence of ion energy on the charge collection processes of small-sensitive-volume devices, MCU patterns, and upset cross sections was obtained, and the applicable range of the inverse cosine law was clarified. The findings of this study are an important guide for the accurate evaluation of SEUs in advanced nanometer devices and for the development of radiation-hardening techniques.</p>","PeriodicalId":19177,"journal":{"name":"Nuclear Science and Techniques","volume":"25 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141190642","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-24DOI: 10.1007/s41365-024-01440-2
Xin-Xin Feng, Cheng Li, Xuan-Zhi Mao, Wan-Ning Ren, Yang Gao, Yu-Long He, Zhe Xing, Rong Li, Guo-Zhong Wu
In this study, to efficiently remove Pb(II) from aqueous environments, a novel L-serine-modified polyethylene/polypropylene nonwoven fabric sorbent (NWF-serine) was fabricated through the radiation grafting of glycidyl methacrylate and subsequent L-serine modification. The effect of the absorbed dose was investigated in the range of 5–50 kGy. NWF-serine was characterized by Fourier transform infrared spectroscopy, thermogravimetric analysis, and scanning electron microscopy. Batch adsorption tests were conducted to investigate the influences of pH, adsorption time, temperature, initial concentration, and sorbent dosage on the Pb(II) adsorption performance of NWF-serine. The results indicated that Pb(II) adsorption onto NWF-serine was an endothermic process, following the pseudo-second-order kinetic model and Langmuir isotherm model. The saturated adsorption capacity was 198.1 mg/g. NWF-serine exhibited Pb(II) removal rates of 99.8% for aqueous solutions with initial concentrations of 100 mg/L and 82.1% for landfill leachate containing competitive metal ions such as Cd, Cu, Ni, Mn, and Zn. Furthermore, NWF-serine maintained 86% of its Pb(II) uptake after five use cycles. The coordination of the carboxyl and amino groups with Pb(II) was confirmed using X-ray photoelectron spectroscopy and extended X-ray absorption fine structure analysis.
{"title":"Efficient and selective removal of Pb(II) from landfill leachate using L-serine-modified polyethylene/polypropylene nonwoven fabric synthesized via radiation grafting technique","authors":"Xin-Xin Feng, Cheng Li, Xuan-Zhi Mao, Wan-Ning Ren, Yang Gao, Yu-Long He, Zhe Xing, Rong Li, Guo-Zhong Wu","doi":"10.1007/s41365-024-01440-2","DOIUrl":"https://doi.org/10.1007/s41365-024-01440-2","url":null,"abstract":"<p>In this study, to efficiently remove Pb(II) from aqueous environments, a novel L-serine-modified polyethylene/polypropylene nonwoven fabric sorbent (NWF-serine) was fabricated through the radiation grafting of glycidyl methacrylate and subsequent L-serine modification. The effect of the absorbed dose was investigated in the range of 5–50 kGy. NWF-serine was characterized by Fourier transform infrared spectroscopy, thermogravimetric analysis, and scanning electron microscopy. Batch adsorption tests were conducted to investigate the influences of pH, adsorption time, temperature, initial concentration, and sorbent dosage on the Pb(II) adsorption performance of NWF-serine. The results indicated that Pb(II) adsorption onto NWF-serine was an endothermic process, following the pseudo-second-order kinetic model and Langmuir isotherm model. The saturated adsorption capacity was 198.1 mg/g. NWF-serine exhibited Pb(II) removal rates of 99.8% for aqueous solutions with initial concentrations of 100 mg/L and 82.1% for landfill leachate containing competitive metal ions such as Cd, Cu, Ni, Mn, and Zn. Furthermore, NWF-serine maintained 86% of its Pb(II) uptake after five use cycles. The coordination of the carboxyl and amino groups with Pb(II) was confirmed using X-ray photoelectron spectroscopy and extended X-ray absorption fine structure analysis.</p>","PeriodicalId":19177,"journal":{"name":"Nuclear Science and Techniques","volume":"2 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141152969","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-24DOI: 10.1007/s41365-024-01447-9
Lan-Kun Li, Ming-Yi Dong, Ze Gao, Liang-Cheng-Long Jin, Shu-Jun Zhao
In the research and development of new silicon pixel detectors, a collimated monoenergetic charged-particle test beam equipped with a high-resolution pixel-beam telescope is crucial for prototype verification and performance evaluation. When the beam energy is low, the effect of multiple Coulomb scattering on the measured resolution of the Device Under Test (DUT) must be considered to accurately evaluate the performance of the pixel chips and detectors. This study aimed to investigate the effect of multiple Coulomb scattering on the measured resolution, particularly at low beam energies. Simulations were conducted using Allpix(^2) to study the effects of multiple Coulomb scattering under different beam energies, material budgets, and telescope layouts. The simulations also provided the minimum energy at which the effect of multiple Coulomb scattering could be ignored. Compared with the results of a five-layer detector system tested with an electron beam at DESY, the simulation results were consistent with the beam test results, confirming the reliability of the simulations.
{"title":"Effect of multiple coulomb scattering on the beam tests of silicon pixel detectors","authors":"Lan-Kun Li, Ming-Yi Dong, Ze Gao, Liang-Cheng-Long Jin, Shu-Jun Zhao","doi":"10.1007/s41365-024-01447-9","DOIUrl":"https://doi.org/10.1007/s41365-024-01447-9","url":null,"abstract":"<p>In the research and development of new silicon pixel detectors, a collimated monoenergetic charged-particle test beam equipped with a high-resolution pixel-beam telescope is crucial for prototype verification and performance evaluation. When the beam energy is low, the effect of multiple Coulomb scattering on the measured resolution of the Device Under Test (DUT) must be considered to accurately evaluate the performance of the pixel chips and detectors. This study aimed to investigate the effect of multiple Coulomb scattering on the measured resolution, particularly at low beam energies. Simulations were conducted using Allpix<span>(^2)</span> to study the effects of multiple Coulomb scattering under different beam energies, material budgets, and telescope layouts. The simulations also provided the minimum energy at which the effect of multiple Coulomb scattering could be ignored. Compared with the results of a five-layer detector system tested with an electron beam at DESY, the simulation results were consistent with the beam test results, confirming the reliability of the simulations.</p>","PeriodicalId":19177,"journal":{"name":"Nuclear Science and Techniques","volume":"12 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141152976","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Neutron radiography is a crucial nondestructive testing technology widely used in the aerospace, military, and nuclear industries. However, because of the physical limitations of neutron sources and collimators, the resulting neutron radiographic images inevitably exhibit multiple distortions, including noise, geometric unsharpness, and white spots. Furthermore, these distortions are particularly significant in compact neutron radiography systems with low neutron fluxes. Therefore, in this study, we devised a multi-distortion suppression network that employs a modified generative adversarial network to improve the quality of degraded neutron radiographic images. Real neutron radiographic image datasets with various types and levels of distortion were built for the first time as multi-distortion suppression datasets. Thereafter, the coordinate attention mechanism was incorporated into the backbone network to augment the capability of the proposed network to learn the abstract relationship between ideally clear and degraded images. Extensive experiments were performed; the results show that the proposed method can effectively suppress multiple distortions in real neutron radiographic images and achieve state-of-the-art perceptual visual quality, thus demonstrating its application potential in neutron radiography.
{"title":"Multi-distortion suppression for neutron radiographic images based on generative adversarial network","authors":"Cheng-Bo Meng, Wang-Wei Zhu, Zhen Zhang, Zi-Tong Wang, Chen-Yi Zhao, Shuang Qiao, Tian Zhang","doi":"10.1007/s41365-024-01445-x","DOIUrl":"https://doi.org/10.1007/s41365-024-01445-x","url":null,"abstract":"<p>Neutron radiography is a crucial nondestructive testing technology widely used in the aerospace, military, and nuclear industries. However, because of the physical limitations of neutron sources and collimators, the resulting neutron radiographic images inevitably exhibit multiple distortions, including noise, geometric unsharpness, and white spots. Furthermore, these distortions are particularly significant in compact neutron radiography systems with low neutron fluxes. Therefore, in this study, we devised a multi-distortion suppression network that employs a modified generative adversarial network to improve the quality of degraded neutron radiographic images. Real neutron radiographic image datasets with various types and levels of distortion were built for the first time as multi-distortion suppression datasets. Thereafter, the coordinate attention mechanism was incorporated into the backbone network to augment the capability of the proposed network to learn the abstract relationship between ideally clear and degraded images. Extensive experiments were performed; the results show that the proposed method can effectively suppress multiple distortions in real neutron radiographic images and achieve state-of-the-art perceptual visual quality, thus demonstrating its application potential in neutron radiography.</p>","PeriodicalId":19177,"journal":{"name":"Nuclear Science and Techniques","volume":"54 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141152907","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The Moon provides a unique environment for investigating nearby astrophysical events such as supernovae. Lunar samples retain valuable information from these events, via detectable long-lived “fingerprint” radionuclides such as ({}^{60} hbox{Fe}). In this work, we stepped up the development of an accelerator mass spectrometry (AMS) method for detecting ({}^{60} hbox{Fe}) using the HI-13 tandem accelerator at the China Institute of Atomic Energy (CIAE). Since interferences could not be sufficiently removed solely with the existing magnetic systems of the tandem accelerator and the following Q3D magnetic spectrograph, a Wien filter with a maximum voltage of (pm,60,text {kV}) and a maximum magnetic field of 0.3 T was installed after the accelerator magnetic systems to lower the detection background for the low abundance nuclide ({}^{60} hbox{Fe}). A (1,upmu text {m}) thick Si(_{3})N(_{4}) foil was installed in front of the Q3D as an energy degrader. For particle detection, a multi-anode gas ionization chamber was mounted at the center of the focal plane of the spectrograph. Finally, an ({}^{60} hbox{Fe}) sample with an abundance of (1.125 times 10^{-10}) was used to test the new AMS system. These results indicate that ({}^{60} hbox{Fe}) can be clearly distinguished from the isobar ({}^{60} hbox{Ni}). The sensitivity was assessed to be better than (4.3 times 10^{-14}) based on blank sample measurements lasting (5.8) h, and the sensitivity could, in principle, be expected to be approximately (2.5 times 10^{-15}) when the data were accumulated for 100 h, which is feasible for future lunar sample measurements because the main contaminants were sufficiently separated.
{"title":"Stepped-up development of accelerator mass spectrometry method for the detection of 60Fe with the HI-13 tandem accelerator","authors":"Yang Zhang, Sheng-Quan Yan, Ming He, Qing-Zhang Zhao, Wen-Hui Zhang, Chao-Xin Kan, Jian-Ming Zhou, Kang-Ning Li, Xiao-Fei Wang, Jian-Cheng Liu, Zhao-Hua Peng, Zhuo Liang, Ai-Ling Li, Jian Zheng, Qi-Wen Fan, Yun-Ju Li, You-Bao Wang, Zhi-Hong Li, Yang-Ping Shen, Ding Nan, Wei Nan, Yu-Qiang Zhang, Jia-Ying-Hao Li, Jun-Wen Tian, Jiang-Lin Hou, Chang-Xin Guo, Zhi-Cheng Zhang, Ming-Hao Zhu, Yu-Wen Chen, Yu-Chen Jiang, Tao Tian, Jin-Long Ma, Yi-Hui Liu, Jing-Yu Dong, Run-Long Liu, Mei-Yue-Nan Ma, Yong-Shou Chen, Wei-Ping Liu, Bing Guo","doi":"10.1007/s41365-024-01453-x","DOIUrl":"https://doi.org/10.1007/s41365-024-01453-x","url":null,"abstract":"<p>The Moon provides a unique environment for investigating nearby astrophysical events such as supernovae. Lunar samples retain valuable information from these events, via detectable long-lived “fingerprint” radionuclides such as <span>({}^{60} hbox{Fe})</span>. In this work, we stepped up the development of an accelerator mass spectrometry (AMS) method for detecting <span>({}^{60} hbox{Fe})</span> using the HI-13 tandem accelerator at the China Institute of Atomic Energy (CIAE). Since interferences could not be sufficiently removed solely with the existing magnetic systems of the tandem accelerator and the following Q3D magnetic spectrograph, a Wien filter with a maximum voltage of <span>(pm,60,text {kV})</span> and a maximum magnetic field of 0.3 T was installed after the accelerator magnetic systems to lower the detection background for the low abundance nuclide <span>({}^{60} hbox{Fe})</span>. A <span>(1,upmu text {m})</span> thick Si<span>(_{3})</span>N<span>(_{4})</span> foil was installed in front of the Q3D as an energy degrader. For particle detection, a multi-anode gas ionization chamber was mounted at the center of the focal plane of the spectrograph. Finally, an <span>({}^{60} hbox{Fe})</span> sample with an abundance of <span>(1.125 times 10^{-10})</span> was used to test the new AMS system. These results indicate that <span>({}^{60} hbox{Fe})</span> can be clearly distinguished from the isobar <span>({}^{60} hbox{Ni})</span>. The sensitivity was assessed to be better than <span>(4.3 times 10^{-14})</span> based on blank sample measurements lasting <span>(5.8)</span> h, and the sensitivity could, in principle, be expected to be approximately <span>(2.5 times 10^{-15})</span> when the data were accumulated for 100 h, which is feasible for future lunar sample measurements because the main contaminants were sufficiently separated.</p>","PeriodicalId":19177,"journal":{"name":"Nuclear Science and Techniques","volume":"55 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141152854","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The high energy cosmic-radiation detection (HERD) facility is planned to launch in 2027 and scheduled to be installed on the China Space Station. It serves as a dark matter particle detector, a cosmic ray instrument, and an observatory for high-energy gamma rays. A transition radiation detector placed on one of its lateral sides serves dual purpose, (i) calibrating HERD’s electromagnetic calorimeter in the TeV energy range, and (ii) serving as an independent detector for high-energy gamma rays. In this paper, the prototype readout electronics design of the transition radiation detector is demonstrated, which aims to accurately measure the charge of the anodes using the SAMPA application specific integrated circuit chip. The electronic performance of the prototype system is evaluated in terms of noise, linearity, and resolution. Through the presented design, each electronic channel can achieve a dynamic range of 0–100 fC, the RMS noise level not exceeding 0.15 fC, and the integral nonlinearity was <0.2%. To further verify the readout electronic performance, a joint test with the detector was carried out, and the results show that the prototype system can satisfy the requirements of the detector’s scientific goals.
{"title":"Design and prototyping of the readout electronics for the transition radiation detector in the high energy cosmic radiation detection facility","authors":"Jie-Yu Zhu, Yang-Zhou Su, Hai-Bo Yang, Fen-Hua Lu, Yan Yang, Xi-Wen Liu, Ping Wei, Shu-Cai Wan, Hao-Qing Xie, Xian-Qin Li, Cong Dai, Hui-Jun Hu, Hong-Bang Liu, Shu-Wen Tang, Cheng-Xin Zhao","doi":"10.1007/s41365-024-01446-w","DOIUrl":"https://doi.org/10.1007/s41365-024-01446-w","url":null,"abstract":"<p>The high energy cosmic-radiation detection (HERD) facility is planned to launch in 2027 and scheduled to be installed on the China Space Station. It serves as a dark matter particle detector, a cosmic ray instrument, and an observatory for high-energy gamma rays. A transition radiation detector placed on one of its lateral sides serves dual purpose, (i) calibrating HERD’s electromagnetic calorimeter in the TeV energy range, and (ii) serving as an independent detector for high-energy gamma rays. In this paper, the prototype readout electronics design of the transition radiation detector is demonstrated, which aims to accurately measure the charge of the anodes using the SAMPA application specific integrated circuit chip. The electronic performance of the prototype system is evaluated in terms of noise, linearity, and resolution. Through the presented design, each electronic channel can achieve a dynamic range of 0–100 fC, the RMS noise level not exceeding 0.15 fC, and the integral nonlinearity was <0.2%. To further verify the readout electronic performance, a joint test with the detector was carried out, and the results show that the prototype system can satisfy the requirements of the detector’s scientific goals.</p>","PeriodicalId":19177,"journal":{"name":"Nuclear Science and Techniques","volume":"35 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141152948","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-24DOI: 10.1007/s41365-024-01435-z
Ying-Lin Ma, Yao Wang, Hong-Mei Shi, Hui-Jie Zhang
Prompt radiation emitted during accelerator operation poses a significant health risk, necessitating a thorough search and securing of hazardous areas prior to initiation. Currently, manual sweep methods are employed. However, the limitations of manual sweeps have become increasingly evident with the implementation of large-scale accelerators. By leveraging advancements in machine vision technology, the automatic identification of stranded personnel in controlled areas through camera imagery presents a viable solution for efficient search and security. Given the criticality of personal safety for stranded individuals, search and security processes must be sufficiently reliable. To ensure comprehensive coverage, 180° camera groups were strategically positioned on both sides of the accelerator tunnel to eliminate blind spots within the monitoring range. The YOLOV8 network model was modified to enable the detection of small targets, such as hands and feet, as well as larger targets formed by individuals near the cameras. Furthermore, the system incorporates a pedestrian recognition model that detects human body parts, and an information fusion strategy is used to integrate the detected head, hands, and feet with the identified pedestrians as a cohesive unit. This strategy enhanced the capability of the model to identify pedestrians obstructed by equipment, resulting in a notable improvement in the recall rate. Specifically, recall rates of 0.915 and 0.82 were obtained for Datasets 1 and 2, respectively. Although there was a slight decrease in accuracy, it aligned with the intended purpose of the search-and-secure software design. Experimental tests conducted within an accelerator tunnel demonstrated the effectiveness of this approach in achieving reliable recognition outcomes.
{"title":"Research on intelligent search-and-secure technology in accelerator hazardous areas based on machine vision","authors":"Ying-Lin Ma, Yao Wang, Hong-Mei Shi, Hui-Jie Zhang","doi":"10.1007/s41365-024-01435-z","DOIUrl":"https://doi.org/10.1007/s41365-024-01435-z","url":null,"abstract":"<p>Prompt radiation emitted during accelerator operation poses a significant health risk, necessitating a thorough search and securing of hazardous areas prior to initiation. Currently, manual sweep methods are employed. However, the limitations of manual sweeps have become increasingly evident with the implementation of large-scale accelerators. By leveraging advancements in machine vision technology, the automatic identification of stranded personnel in controlled areas through camera imagery presents a viable solution for efficient search and security. Given the criticality of personal safety for stranded individuals, search and security processes must be sufficiently reliable. To ensure comprehensive coverage, 180° camera groups were strategically positioned on both sides of the accelerator tunnel to eliminate blind spots within the monitoring range. The YOLOV8 network model was modified to enable the detection of small targets, such as hands and feet, as well as larger targets formed by individuals near the cameras. Furthermore, the system incorporates a pedestrian recognition model that detects human body parts, and an information fusion strategy is used to integrate the detected head, hands, and feet with the identified pedestrians as a cohesive unit. This strategy enhanced the capability of the model to identify pedestrians obstructed by equipment, resulting in a notable improvement in the recall rate. Specifically, recall rates of 0.915 and 0.82 were obtained for Datasets 1 and 2, respectively. Although there was a slight decrease in accuracy, it aligned with the intended purpose of the search-and-secure software design. Experimental tests conducted within an accelerator tunnel demonstrated the effectiveness of this approach in achieving reliable recognition outcomes.</p>","PeriodicalId":19177,"journal":{"name":"Nuclear Science and Techniques","volume":"11 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141152968","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The High Altitude Detection of Astronomical Radiation (HADAR) experiment, which was constructed in Tibet, China, combines the wide-angle advantages of traditional EAS array detectors with the high-sensitivity advantages of focused Cherenkov detectors. Its objective is to observe transient sources such as gamma-ray bursts and the counterparts of gravitational waves. This study aims to utilize the latest AI technology to enhance the sensitivity of HADAR experiments. Training datasets and models with distinctive creativity were constructed by incorporating the relevant physical theories for various applications. These models can determine the type, energy, and direction of the incident particles after careful design. We obtained a background identification accuracy of 98.6%, a relative energy reconstruction error of 10.0%, and an angular resolution of 0.22(^circ) in a test dataset at 10 TeV. These findings demonstrate the significant potential for enhancing the precision and dependability of detector data analysis in astrophysical research. By using deep learning techniques, the HADAR experiment’s observational sensitivity to the Crab Nebula has surpassed that of MAGIC and H.E.S.S. at energies below 0.5 TeV and remains competitive with conventional narrow-field Cherenkov telescopes at higher energies. In addition, our experiment offers a new approach for dealing with strongly connected, scattered data.
在中国西藏建造的高海拔天文辐射探测(HADAR)实验结合了传统 EAS 阵列探测器的广角优势和聚焦切伦科夫探测器的高灵敏度优势。其目标是观测瞬态源,如伽马射线暴和引力波的对应物。本研究旨在利用最新的人工智能技术提高 HADAR 实验的灵敏度。通过结合各种应用的相关物理理论,构建了具有独特创造性的训练数据集和模型。经过精心设计,这些模型可以确定入射粒子的类型、能量和方向。在10 TeV的测试数据集中,我们获得了98.6%的背景识别准确率、10.0%的相对能量重建误差和0.22(^circ)的角度分辨率。这些发现证明了在天体物理研究中提高探测器数据分析精度和可靠性的巨大潜力。通过使用深度学习技术,HADAR实验对蟹状星云的观测灵敏度在0.5 TeV以下的能量下已经超过了MAGIC和H.E.S.S.,在更高能量下与传统的窄场切伦科夫望远镜相比仍然具有竞争力。此外,我们的实验还提供了一种处理强连接、散射数据的新方法。
{"title":"Application of deep learning methods combined with physical background in wide field of view imaging atmospheric Cherenkov telescopes","authors":"Ao-Yan Cheng, Hao Cai, Shi Chen, Tian-Lu Chen, Xiang Dong, You-Liang Feng, Qi Gao, Quan-Bu Gou, Yi-Qing Guo, Hong-Bo Hu, Ming-Ming Kang, Hai-Jin Li, Chen Liu, Mao-Yuan Liu, Wei Liu, Fang-Sheng Min, Chu-Cheng Pan, Bing-Qiang Qiao, Xiang-Li Qian, Hui-Ying Sun, Yu-Chang Sun, Ao-Bo Wang, Xu Wang, Zhen Wang, Guang-Guang Xin, Yu-Hua Yao, Qiang Yuan, Yi Zhang","doi":"10.1007/s41365-024-01448-8","DOIUrl":"https://doi.org/10.1007/s41365-024-01448-8","url":null,"abstract":"<p>The High Altitude Detection of Astronomical Radiation (HADAR) experiment, which was constructed in Tibet, China, combines the wide-angle advantages of traditional EAS array detectors with the high-sensitivity advantages of focused Cherenkov detectors. Its objective is to observe transient sources such as gamma-ray bursts and the counterparts of gravitational waves. This study aims to utilize the latest AI technology to enhance the sensitivity of HADAR experiments. Training datasets and models with distinctive creativity were constructed by incorporating the relevant physical theories for various applications. These models can determine the type, energy, and direction of the incident particles after careful design. We obtained a background identification accuracy of 98.6%, a relative energy reconstruction error of 10.0%, and an angular resolution of 0.22<span>(^circ)</span> in a test dataset at 10 TeV. These findings demonstrate the significant potential for enhancing the precision and dependability of detector data analysis in astrophysical research. By using deep learning techniques, the HADAR experiment’s observational sensitivity to the Crab Nebula has surpassed that of MAGIC and H.E.S.S. at energies below 0.5 TeV and remains competitive with conventional narrow-field Cherenkov telescopes at higher energies. In addition, our experiment offers a new approach for dealing with strongly connected, scattered data.</p>","PeriodicalId":19177,"journal":{"name":"Nuclear Science and Techniques","volume":"55 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141152911","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-24DOI: 10.1007/s41365-024-01443-z
Hong-Shuang Wang, Xing Yang, Yong-Bin Leng, Yi-Mei Zhou, Ji-Gang Wang
This paper presents a new technique for measuring the bunch length of a high-energy electron beam at a bunch-by-bunch rate in storage rings. This technique uses the time–frequency-domain joint analysis of the bunch signal to obtain bunch-by-bunch and turn-by-turn longitudinal parameters, such as bunch length and synchronous phase. The bunch signal is obtained using a button electrode with a bandwidth of several gigahertz. The data acquisition device was a high-speed digital oscilloscope with a sampling rate of more than 10 GS/s, and the single-shot sampling data buffer covered thousands of turns. The bunch-length and synchronous phase information were extracted via offline calculations using Python scripts. The calibration coefficient of the system was determined using a commercial streak camera. Moreover, this technique was tested on two different storage rings and successfully captured various longitudinal transient processes during the harmonic cavity debugging process at the Shanghai Synchrotron Radiation Facility (SSRF), and longitudinal instabilities were observed during the single-bunch accumulation process at Hefei Light Source (HLS). For Gaussian-distribution bunches, the uncertainty of the bunch phase obtained using this technique was better than 0.2 ps, and the bunch-length uncertainty was better than 1 ps. The dynamic range exceeded 10 ms. This technology is a powerful and versatile beam diagnostic tool that can be conveniently deployed in high-energy electron storage rings.
{"title":"Bunch-length measurement at a bunch-by-bunch rate based on time–frequency-domain joint analysis techniques and its application","authors":"Hong-Shuang Wang, Xing Yang, Yong-Bin Leng, Yi-Mei Zhou, Ji-Gang Wang","doi":"10.1007/s41365-024-01443-z","DOIUrl":"https://doi.org/10.1007/s41365-024-01443-z","url":null,"abstract":"<p>This paper presents a new technique for measuring the bunch length of a high-energy electron beam at a bunch-by-bunch rate in storage rings. This technique uses the time–frequency-domain joint analysis of the bunch signal to obtain bunch-by-bunch and turn-by-turn longitudinal parameters, such as bunch length and synchronous phase. The bunch signal is obtained using a button electrode with a bandwidth of several gigahertz. The data acquisition device was a high-speed digital oscilloscope with a sampling rate of more than 10 GS/s, and the single-shot sampling data buffer covered thousands of turns. The bunch-length and synchronous phase information were extracted via offline calculations using Python scripts. The calibration coefficient of the system was determined using a commercial streak camera. Moreover, this technique was tested on two different storage rings and successfully captured various longitudinal transient processes during the harmonic cavity debugging process at the Shanghai Synchrotron Radiation Facility (SSRF), and longitudinal instabilities were observed during the single-bunch accumulation process at Hefei Light Source (HLS). For Gaussian-distribution bunches, the uncertainty of the bunch phase obtained using this technique was better than 0.2 ps, and the bunch-length uncertainty was better than 1 ps. The dynamic range exceeded 10 ms. This technology is a powerful and versatile beam diagnostic tool that can be conveniently deployed in high-energy electron storage rings.</p>","PeriodicalId":19177,"journal":{"name":"Nuclear Science and Techniques","volume":"35 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141152908","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The coherent muon-to-electron transition (COMET) experiment is a leading experiment for the coherent conversion of (mu ^- textrm{N}rightarrow e^- textrm{N}) using a high-intensity pulsed muon beamline, produced using innovative slow-extraction techniques. Therefore, it is critical to measure the muon beam characteristics. We set up a muon beam monitor (MBM), where scintillating fibers woven in a cross shape were coupled to silicon photomultipliers to measure the spatial profile and timing structure of the extracted muon beam for the COMET. The MBM detector was tested successfully with a proton beamline at the China Spallation Neutron Source and took data with good performance in the commissioning run. The development of the MBM, including its mechanical structure, electronic readout, and beam measurement results, are discussed
{"title":"Development of a scintillating-fiber-based beam monitor for the coherent muon-to-electron transition experiment","authors":"Yu Xu, Yun-Song Ning, Zhi-Zhen Qin, Yao Teng, Chang-Qing Feng, Jian Tang, Yu Chen, Yoshinori Fukao, Satoshi Mihara, Kou Oishi","doi":"10.1007/s41365-024-01442-0","DOIUrl":"https://doi.org/10.1007/s41365-024-01442-0","url":null,"abstract":"<p>The coherent muon-to-electron transition (COMET) experiment is a leading experiment for the coherent conversion of <span>(mu ^- textrm{N}rightarrow e^- textrm{N})</span> using a high-intensity pulsed muon beamline, produced using innovative slow-extraction techniques. Therefore, it is critical to measure the muon beam characteristics. We set up a muon beam monitor (MBM), where scintillating fibers woven in a cross shape were coupled to silicon photomultipliers to measure the spatial profile and timing structure of the extracted muon beam for the COMET. The MBM detector was tested successfully with a proton beamline at the China Spallation Neutron Source and took data with good performance in the commissioning run. The development of the MBM, including its mechanical structure, electronic readout, and beam measurement results, are discussed</p>","PeriodicalId":19177,"journal":{"name":"Nuclear Science and Techniques","volume":"43 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141152856","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}