The Circular Electron Positron Collider(CEPC)is a large scientific project initiated and hosted by China,fostered through extensive collaboration with international partners.The complex comprises four accelerators:a 3...The Circular Electron Positron Collider(CEPC)is a large scientific project initiated and hosted by China,fostered through extensive collaboration with international partners.The complex comprises four accelerators:a 30 GeV Linac,a 1.1 GeV Damping Ring,a Booster capable of achieving energies up to 180 GeV,and a Collider operating at varying energy modes(Z,W,H,and tt).The Linac and Damping Ring are situated on the surface,while the subterranean Booster and Collider are housed in a 100 km circumference underground tunnel,strategically accommodating future expansion with provisions for a potential Super Proton Proton Collider(SPPC).The CEPC primarily serves as a Higgs factory.In its baseline design with synchrotron radiation(SR)power of 30 MW per beam,it can achieve a luminosity of 5×10^(34)cm^(-2)s^(-1)per interaction point(IP),resulting in an integrated luminosity of 13 ab^(-1)for two IPs over a decade,producing 2.6 million Higgs bosons.Increasing the SR power to 50 MW per beam expands the CEPC's capability to generate 4.3 million Higgs bosons,facilitating precise measurements of Higgs coupling at sub-percent levels,exceeding the precision expected from the HL-LHC by an order of magnitude.This Technical Design Report(TDR)follows the Preliminary Conceptual Design Report(Pre-CDR,2015)and the Conceptual Design Report(CDR,2018),comprehensively detailing the machine's layout,performance metrics,physical design and analysis,technical systems design,R&D and prototyping efforts,and associated civil engineering aspects.Additionally,it includes a cost estimate and a preliminary construction timeline,establishing a framework for forthcoming engineering design phase and site selection procedures.Construction is anticipated to begin around 2027-2028,pending government approval,with an estimated duration of 8 years.The commencement of experiments and data collection could potentially be initiated in the mid-2030s.展开更多
A "sign" on a lung CT image refers to a radiologic finding that suggests a pathological progression of some specific disease. Analysis of CT signs is helpful to understand the pathological origin of the lesi...A "sign" on a lung CT image refers to a radiologic finding that suggests a pathological progression of some specific disease. Analysis of CT signs is helpful to understand the pathological origin of the lesion. In-depth study of lung nodules classification with different CT signs will help to distinguish benign and malignant nodules more clearly and accurately. To this end, we propose an Inception module-based ensemble classification method for pulmonary nodule diagnosis with different nodule signs. We first construct a Convolutional Neural Network(CNN) classifier adopting Inception modules and pre-train it on ImageNet. We then fine-tune this pre-trained classifier on 10 different lung nodule sign sample sets, and fuse these 10 classifiers with an artificial immune ensemble algorithm. The overall sensitivity, specificity, and accuracy of our proposed Artificial Immune Algorithm-based Inception Networks Fusion(AIA-INF) algorithm are 82.22%, 93.17%, and 88.67%, respectively, which are significantly higher than those of the alternative Bagging and Boosting methods. The experimental results show that our Inception-based ensemble classifier offers promising performance, and compared with other CADx systems, this scheme can offer a more detailed reference for diagnosis, and can be valuable for junior radiologist training.展开更多
Introduction The neutron capture cross sections are very important in the field of nuclear device design and basic physics research.Hydrogen-free liquid scintillator such as C_(6)D_(6)detectors are widely used in the ...Introduction The neutron capture cross sections are very important in the field of nuclear device design and basic physics research.Hydrogen-free liquid scintillator such as C_(6)D_(6)detectors are widely used in the neutron capture cross-sectional measurements for the low neutron sensitivity and fast time response.The Back-n white neutron source at China Spallation Neutron Source is the first spallation white neutron source in China,and it is suitable for neutron capture cross-sectional measurement.Materials and methods A C_(6)D_(6)detector system was built in the Back-n experimental station.The pulse height weighting technique was used to determine the system’s detection efficiency.The response to gamma rays of the C_(6)D_(6)detector was measured,and the energy resolution function was determined.Monte Carlo simulation with Geant4 code was carried out to get the weighting function of this C_(6)D_(6)detector system.Additionally,the systematic uncertainty of the weighting function was also determined.Conclusion According to the experimental and simulation results,this C_(6)D_(6)detector system can be used to measure neutron capture cross section.展开更多
A personalized medication regimen provides precise treatment for an individual and can be guided by pre-clinical drug screening.The economical and high-efficiency simulation of the liver tumor microenvironment(TME)in ...A personalized medication regimen provides precise treatment for an individual and can be guided by pre-clinical drug screening.The economical and high-efficiency simulation of the liver tumor microenvironment(TME)in a drug-screening model has high value yet challenging to accomplish.Herein,we propose a simulation of the liver TME with suspended alginate-gelatin hydrogel capsules encapsulating patient-derived liver tumor multicellular clusters,and the culture of patient-derived tumor organoids(PDTOs)for personalized pre-clinical drug screening.The hydrogel capsule offers a 3D matrix environment with mechanical and biological properties similar to those of the liver in vivo.As a result,18 of the 28 patient-derived multicellular clusters were successfully cultured as PDTOs.These PDTOs,along with hepatocyte growth factor(HGF)of non-cellular components,preserve stromal cells,including cancer-associated fibroblasts(CAFs)and vascular endothelial cells(VECs).They also maintain stable expression of molecular markers and tumor heterogeneity similar to those of the original liver tumors.Drugs,including cabazitaxel,oxaliplatin,and sorafenib,were tested in PDTOs.The sensitivity of PDTOs to these drugs differs between individuals.The sensitivity of one PDTO to oxaliplatin was validated using magnetic resonance imaging(MRI)and biochemical tests after oxaliplatin clinical treatment of the corresponding patient.Therefore,this approach is promising for economical,accurate,and high-throughput drug screening for personalized treatment.展开更多
了解全球鱿钓捕捞的时空特征可为鱿鱼资源的评估与管理提供参考。本文选取2020年全球鱿钓船AIS轨迹数据与VIIRS夜间灯光影像,以FAO major Fishing Areas的19个海洋主要捕鱼区为捕捞分区依据,结合GIS空间分析方法开展了全球鱿钓捕捞的时...了解全球鱿钓捕捞的时空特征可为鱿鱼资源的评估与管理提供参考。本文选取2020年全球鱿钓船AIS轨迹数据与VIIRS夜间灯光影像,以FAO major Fishing Areas的19个海洋主要捕鱼区为捕捞分区依据,结合GIS空间分析方法开展了全球鱿钓捕捞的时空特征分析。结果表明:(1)鱿钓捕捞主要分布在西南大西洋阿根廷专属经济区周边、西北太平洋日本东北部远海、东南太平洋秘鲁西部远海、西北印度洋阿拉伯海以及中西太平洋阿拉弗拉海,集中在中、低纬度离陆地100 km以内和400~700 km范围内,呈现以条带式为主的分布模式;(2)全球鱿钓捕捞的时间规律表现出“两峰两谷”的变化态势,分别于1—4月、6—8月呈上升趋势,而在4—6月、8—12月呈下降趋势。中纬度的鱿钓捕捞于夏秋呈上升趋势,而在冬春呈下降趋势;低纬度的鱿钓捕捞在秋冬季节呈增加态势,而在春季呈减少态势;(3)鱿钓捕捞的时空特征受洋流、鱿鱼繁殖特性及各国远洋鱿钓政策影响,其空间分布走向与主要洋流流向一致,捕捞强度在鱿鱼产卵高峰期、休渔期时减弱;(4)AIS轨迹密度与夜间灯光亮度在鱿钓捕捞信号上有良好的时空相关性,AIS轨迹密度与夜间灯光亮度的空间相关性越大,则时间变化规律也越相似。研究工作证明了夜间灯光遥感具备良好的鱿钓捕捞度量能力,能与船舶轨迹互补,实现高精度的鱿钓捕捞评估。展开更多
High energy density lithium-ion batteries using Ni-rich cathode(such as LiNi0.6Co0.2Mn0.2O2) suffer from severe capacity decay.P-toluenesulfonyl fluoride(pTSF) has been investigated as a novel film-forming electrolyte...High energy density lithium-ion batteries using Ni-rich cathode(such as LiNi0.6Co0.2Mn0.2O2) suffer from severe capacity decay.P-toluenesulfonyl fluoride(pTSF) has been investigated as a novel film-forming electrolyte additive to enhance the cycling performances of graphite/LiNi0.6Co0.2Mn0.2O2 pouch cell.In comparison with the baseline electrolyte,a small dose of pTSF can significantly improve the cyclic stability of the cell.Theoretical calculations together with experimental results indicate that pTSF would be oxidized and reduced to construct protective interphase film on the surfaces of LiNi0.6Co0.2Mn0.2O2 cathode and graphite anode,respectively.These S-containing surface films derived from pTSF effectively mitigate the decomposition of electrolyte,reduce the interphasial impedance,as well as prevent the dissolution of transition metal ions from Ni-rich cathode upon cycling at high voltage.This finding is beneficial for the practical application of high energy density graphite/LiNi0.6Co0.2Mn0.2O2 cells.展开更多
基金support from diverse funding sources,including the National Key Program for S&T Research and Development of the Ministry of Science and Technology(MOST),Yifang Wang's Science Studio of the Ten Thousand Talents Project,the CAS Key Foreign Cooperation Grant,the National Natural Science Foundation of China(NSFC)Beijing Municipal Science&Technology Commission,the CAS Focused Science Grant,the IHEP Innovation Grant,the CAS Lead Special Training Programthe CAS Center for Excellence in Particle Physics,the CAS International Partnership Program,and the CAS/SAFEA International Partnership Program for Creative Research Teams.
文摘The Circular Electron Positron Collider(CEPC)is a large scientific project initiated and hosted by China,fostered through extensive collaboration with international partners.The complex comprises four accelerators:a 30 GeV Linac,a 1.1 GeV Damping Ring,a Booster capable of achieving energies up to 180 GeV,and a Collider operating at varying energy modes(Z,W,H,and tt).The Linac and Damping Ring are situated on the surface,while the subterranean Booster and Collider are housed in a 100 km circumference underground tunnel,strategically accommodating future expansion with provisions for a potential Super Proton Proton Collider(SPPC).The CEPC primarily serves as a Higgs factory.In its baseline design with synchrotron radiation(SR)power of 30 MW per beam,it can achieve a luminosity of 5×10^(34)cm^(-2)s^(-1)per interaction point(IP),resulting in an integrated luminosity of 13 ab^(-1)for two IPs over a decade,producing 2.6 million Higgs bosons.Increasing the SR power to 50 MW per beam expands the CEPC's capability to generate 4.3 million Higgs bosons,facilitating precise measurements of Higgs coupling at sub-percent levels,exceeding the precision expected from the HL-LHC by an order of magnitude.This Technical Design Report(TDR)follows the Preliminary Conceptual Design Report(Pre-CDR,2015)and the Conceptual Design Report(CDR,2018),comprehensively detailing the machine's layout,performance metrics,physical design and analysis,technical systems design,R&D and prototyping efforts,and associated civil engineering aspects.Additionally,it includes a cost estimate and a preliminary construction timeline,establishing a framework for forthcoming engineering design phase and site selection procedures.Construction is anticipated to begin around 2027-2028,pending government approval,with an estimated duration of 8 years.The commencement of experiments and data collection could potentially be initiated in the mid-2030s.
文摘A "sign" on a lung CT image refers to a radiologic finding that suggests a pathological progression of some specific disease. Analysis of CT signs is helpful to understand the pathological origin of the lesion. In-depth study of lung nodules classification with different CT signs will help to distinguish benign and malignant nodules more clearly and accurately. To this end, we propose an Inception module-based ensemble classification method for pulmonary nodule diagnosis with different nodule signs. We first construct a Convolutional Neural Network(CNN) classifier adopting Inception modules and pre-train it on ImageNet. We then fine-tune this pre-trained classifier on 10 different lung nodule sign sample sets, and fuse these 10 classifiers with an artificial immune ensemble algorithm. The overall sensitivity, specificity, and accuracy of our proposed Artificial Immune Algorithm-based Inception Networks Fusion(AIA-INF) algorithm are 82.22%, 93.17%, and 88.67%, respectively, which are significantly higher than those of the alternative Bagging and Boosting methods. The experimental results show that our Inception-based ensemble classifier offers promising performance, and compared with other CADx systems, this scheme can offer a more detailed reference for diagnosis, and can be valuable for junior radiologist training.
基金the National Natural Science Foundation of China(Grant Nos.11790321 and 11805282)the National Key R&D Program of China(Grant No.2016YFA0401601).
文摘Introduction The neutron capture cross sections are very important in the field of nuclear device design and basic physics research.Hydrogen-free liquid scintillator such as C_(6)D_(6)detectors are widely used in the neutron capture cross-sectional measurements for the low neutron sensitivity and fast time response.The Back-n white neutron source at China Spallation Neutron Source is the first spallation white neutron source in China,and it is suitable for neutron capture cross-sectional measurement.Materials and methods A C_(6)D_(6)detector system was built in the Back-n experimental station.The pulse height weighting technique was used to determine the system’s detection efficiency.The response to gamma rays of the C_(6)D_(6)detector was measured,and the energy resolution function was determined.Monte Carlo simulation with Geant4 code was carried out to get the weighting function of this C_(6)D_(6)detector system.Additionally,the systematic uncertainty of the weighting function was also determined.Conclusion According to the experimental and simulation results,this C_(6)D_(6)detector system can be used to measure neutron capture cross section.
基金the Key Research and Development Plan of Zhejiang Province(No.2020C04003)the National Natural Science Foundation of China(No.82070652,No.81870434,NO.T2125009,NO.92048302,NO.11822207 and NO.12102388)+1 种基金the Natural Science Foundation of Zhejiang Province(NO.LR18A020001)the Research Project of Jinan Microecological Biomedicine Shandong Laboratory(JNL-2022007B).
文摘A personalized medication regimen provides precise treatment for an individual and can be guided by pre-clinical drug screening.The economical and high-efficiency simulation of the liver tumor microenvironment(TME)in a drug-screening model has high value yet challenging to accomplish.Herein,we propose a simulation of the liver TME with suspended alginate-gelatin hydrogel capsules encapsulating patient-derived liver tumor multicellular clusters,and the culture of patient-derived tumor organoids(PDTOs)for personalized pre-clinical drug screening.The hydrogel capsule offers a 3D matrix environment with mechanical and biological properties similar to those of the liver in vivo.As a result,18 of the 28 patient-derived multicellular clusters were successfully cultured as PDTOs.These PDTOs,along with hepatocyte growth factor(HGF)of non-cellular components,preserve stromal cells,including cancer-associated fibroblasts(CAFs)and vascular endothelial cells(VECs).They also maintain stable expression of molecular markers and tumor heterogeneity similar to those of the original liver tumors.Drugs,including cabazitaxel,oxaliplatin,and sorafenib,were tested in PDTOs.The sensitivity of PDTOs to these drugs differs between individuals.The sensitivity of one PDTO to oxaliplatin was validated using magnetic resonance imaging(MRI)and biochemical tests after oxaliplatin clinical treatment of the corresponding patient.Therefore,this approach is promising for economical,accurate,and high-throughput drug screening for personalized treatment.
基金supported by the National Natural Science Foundation of China (21573080)the Guangdong Program for Support of Distinguished Young Scholar (2017B030306013)the Science and Technology Planning Project of Guangdong Province (2017B090901020)。
文摘High energy density lithium-ion batteries using Ni-rich cathode(such as LiNi0.6Co0.2Mn0.2O2) suffer from severe capacity decay.P-toluenesulfonyl fluoride(pTSF) has been investigated as a novel film-forming electrolyte additive to enhance the cycling performances of graphite/LiNi0.6Co0.2Mn0.2O2 pouch cell.In comparison with the baseline electrolyte,a small dose of pTSF can significantly improve the cyclic stability of the cell.Theoretical calculations together with experimental results indicate that pTSF would be oxidized and reduced to construct protective interphase film on the surfaces of LiNi0.6Co0.2Mn0.2O2 cathode and graphite anode,respectively.These S-containing surface films derived from pTSF effectively mitigate the decomposition of electrolyte,reduce the interphasial impedance,as well as prevent the dissolution of transition metal ions from Ni-rich cathode upon cycling at high voltage.This finding is beneficial for the practical application of high energy density graphite/LiNi0.6Co0.2Mn0.2O2 cells.
