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Machine Learning-Based Decision-Making Mechanism for Risk Assessment of Cardiovascular Disease 被引量:1
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作者 cheng wang Haoran Zhu Congjun Rao 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第1期691-718,共28页
Cardiovascular disease(CVD)has gradually become one of the main causes of harm to the life and health of residents.Exploring the influencing factors and risk assessment methods of CVD has become a general trend.In thi... Cardiovascular disease(CVD)has gradually become one of the main causes of harm to the life and health of residents.Exploring the influencing factors and risk assessment methods of CVD has become a general trend.In this paper,a machine learning-based decision-making mechanism for risk assessment of CVD is designed.In this mechanism,the logistics regression analysismethod and factor analysismodel are used to select age,obesity degree,blood pressure,blood fat,blood sugar,smoking status,drinking status,and exercise status as the main pathogenic factors of CVD,and an index systemof risk assessment for CVD is established.Then,a two-stage model combining K-means cluster analysis and random forest(RF)is proposed to evaluate and predict the risk of CVD,and the predicted results are compared with the methods of Bayesian discrimination,K-means cluster analysis and RF.The results show that thepredictioneffect of theproposedtwo-stagemodel is better than that of the comparedmethods.Moreover,several suggestions for the government,the medical industry and the public are provided based on the research results. 展开更多
关键词 CVD influencing factors risk assessment machine learning two-stage model
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基于婴儿运动表现测试的脑瘫患儿早期运动表现特点分析 被引量:1
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作者 申亚丽 屈福祥 +5 位作者 王成举 吴至凤 程旺 杨秋霞 胡楠 张雨平 《陆军军医大学学报》 CAS CSCD 北大核心 2024年第6期515-521,共7页
目的 通过分析脑瘫患儿在2~4月龄时的婴儿运动表现测试(test of infant motor performance, TIMP)结果,探讨脑瘫患儿的早期运动表现特点。方法 采用横断面研究设计方案,纳入2018年12月至2022年12月期间在陆军军医大学第二附属医院早产... 目的 通过分析脑瘫患儿在2~4月龄时的婴儿运动表现测试(test of infant motor performance, TIMP)结果,探讨脑瘫患儿的早期运动表现特点。方法 采用横断面研究设计方案,纳入2018年12月至2022年12月期间在陆军军医大学第二附属医院早产高危儿随访门诊就诊、1岁后确诊为脑瘫的患儿17例,收集其2~4月龄的TIMP评估结果;以相同月龄的TIMP中国常模样本作为对照,计算Z值;比较两组之间TIMP总分、7个体位分组得分以及42个项目得分的差异。结果 脑瘫患儿2~4月龄的TIMP总分Z值为(-0.95±1.11),显著低于常模对照组得分(P<0.01)。体位分组中坐位、侧方位、翻身、立位项目得分Z值分别为(-0.89±0.88)、(-1.17±0.66)、(-0.43±0.79)及(-0.63±0.77),均显著低于常模对照组得分(P<0.05),尤其以坐位、侧方位、立位项得分差异最为显著(P<0.01),而观察项目、仰卧位、俯卧位与正常同龄婴儿无显著差异。42个项目得分中,脑瘫患儿有17项评分显著低于中国常模,以第15项(坐位头控)、第16项(颈后肌群活动)、第26项(上肢防御)、第32项(拉坐)、第33项(侧卧位牵拉上肢转为侧坐)、第34项(侧卧位髋关节外展)、第40项(站立)的得分差异最为显著。结论 脑瘫高危儿随访中尤其需要关注坐位、侧方位以及立位项的运动表现,这可能对脑瘫的早期识别具有提示意义。 展开更多
关键词 婴儿运动表现测试 脑瘫 运动评估
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盾构管片智慧工厂的研究与应用 被引量:1
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作者 晏子雄 程旺 白洲宸 《上海建材》 2024年第2期81-88,共8页
随着城市现代化的不断深入,盾构管片在市域铁路、隧道工程等领域发挥着至关重要的作用,通过智慧工厂进行管片的生产,可有效提升盾构管片生产自动化水平和生产效率。阐述了智慧工厂在管片生产各环节中智能设备的应用情况,以期为盾构管片... 随着城市现代化的不断深入,盾构管片在市域铁路、隧道工程等领域发挥着至关重要的作用,通过智慧工厂进行管片的生产,可有效提升盾构管片生产自动化水平和生产效率。阐述了智慧工厂在管片生产各环节中智能设备的应用情况,以期为盾构管片的智能化生产提供借鉴。 展开更多
关键词 盾构管片 智慧工厂 自动化 智能设备 信息化管控
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Activatable fluorescent probes for imaging and diagnosis of rheumatoid arthritis
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作者 Pan Luo Fu-Qiang Gao +5 位作者 Wei Sun Jun-You Li cheng wang Qing-Yu Zhang Zhi-Zhuo Li Peng Xu 《Military Medical Research》 SCIE CAS CSCD 2024年第2期287-307,共21页
Rheumatoid arthritis(RA)is a systemic autoimmune disease that is primarily manifested as synovitis and polyarticular opacity and typically leads to serious joint damage and irreversible disability,thus adversely affec... Rheumatoid arthritis(RA)is a systemic autoimmune disease that is primarily manifested as synovitis and polyarticular opacity and typically leads to serious joint damage and irreversible disability,thus adversely affecting locomotion ability and life quality.Consequently,good prognosis heavily relies on the early diagnosis and effective therapeutic monitoring of RA.Activatable fluorescent probes play vital roles in the detection and imaging of biomarkers for disease diagnosis and in vivo imaging.Herein,we review the fluorescent probes developed for the detection and imaging of RA biomarkers,namely reactive oxygen/nitrogen species(hypochlorous acid,peroxynitrite,hydroxyl radical,nitroxyl),pH,and cysteine,and address the related challenges and prospects to inspire the design of novel fluorescent probes and the improvement of their performance in RA studies. 展开更多
关键词 Rheumatoid arthritis Fluorescent probe IMAGING DIAGNOSIS BIOMARKER
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Deformation monitoring of long-span railway bridges based on SBAS-InSAR technology
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作者 Lv Zhou Xinyi Li +4 位作者 Yuanjin Pan Jun Ma cheng wang Anping Shi Yukai Chen 《Geodesy and Geodynamics》 EI CSCD 2024年第2期122-132,共11页
The deformation monitoring of long-span railway bridges is significant to ensure the safety of human life and property.The interferometric synthetic aperture radar(In SAR)technology has the advantage of high accuracy ... The deformation monitoring of long-span railway bridges is significant to ensure the safety of human life and property.The interferometric synthetic aperture radar(In SAR)technology has the advantage of high accuracy in bridge deformation monitoring.This study monitored the deformation of the Ganjiang Super Bridge based on the small baseline subsets(SBAS)In SAR technology and Sentinel-1A data.We analyzed the deformation results combined with bridge structure,temperature,and riverbed sediment scouring.The results are as follows:(1)The Ganjiang Super Bridge area is stable overall,with deformation rates ranging from-15.6 mm/yr to 10.7 mm/yr(2)The settlement of the Ganjiang Super Bridge deck gradually increases from the bridge tower toward the main span,which conforms to the typical deformation pattern of a cable-stayed bridge.(3)The sediment scouring from the riverbed cause the serious settlement on the bridge’s east side compared with that on the west side.(4)The bridge deformation negatively correlates with temperature,with a faster settlement at a higher temperature and a slow rebound trend at a lower temperature.The study findings can provide scientific data support for the health monitoring of long-span railway bridges. 展开更多
关键词 SBAS-InSAR Long-span railway bridge Deformation monitoring Bridge structure Time series deformation
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Experimental investigation on weak shock wave mitigation characteristics of flexible polyurethane foam and polyurea
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作者 Shiyu Jia cheng wang +2 位作者 Wenlong Xu Dong Ma Fangfang Qi 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第1期179-191,共13页
In recent years,explosion shock wave has been considered as a signature injury of the current military conflicts.Although strong shock wave is lethal to the human body,weak shock wave can cause many more lasting conse... In recent years,explosion shock wave has been considered as a signature injury of the current military conflicts.Although strong shock wave is lethal to the human body,weak shock wave can cause many more lasting consequences.To investigate the protection ability and characteristics of flexible materials and structures under weak shock wave loading,the blast wave produced by TNT explosive is loaded on the polyurethane foam with the density of 200.0 kg/m3(F-200)and 400.0 kg/m3(F-400),polyurea with the density of 1100.0 kg/m^(3)(P-1100)and structures composed of the two materials,which are intended for individual protection.Experimental results indicate that the shock wave is attenuated to weak pressure disturbance after interacting with the flexible materials which are not damaged.The shock wave protective capability of single-layer materials is dependent on their thickness,density and microscopic characteristics.The overpressure,maximum pressure rise rate and impulse of transmitted wave decrease exponentially with increase in sample thickness.For the same thickness,F-400 provides better protective capability than F-200 while P-1100 shows the best protective capability among the three materials.In this study,as the materials are not destroyed,F-200 with a thickness more than10.0 mm,F-400 with a thickness more than 4.0 mm,and P-1100 with a thickness more than 1.0 mm can attenuate the overpressure amplitude more than 90.0%.Further,multi-layer flexible composites are designed.Different layer layouts of designed structures and layer thickness of the single-layer materials can affect the protective performance.Within the research range,the structure in which polyurea is placed on the impact side shows the optimal shock wave protective performance,and the thicknesses of polyurea and polyurethane foam are 1.0 mm and 4.0 mm respectively.The overpressure attenuation rate reached maximum value of 93.3%and impulse attenuation capacity of this structure are better than those of single-layer polyurea and polyurethane foam with higher areal density. 展开更多
关键词 Free-field explosion Weak shock wave mitigation POLYUREA Polyurethane foam Multi-layered composites
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Achieving high ductility and low in-plane anisotropy in magnesium alloy through a novel texture design strategy
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作者 Shi Liu cheng wang +3 位作者 Hong Ning Zhao-Yuan Meng Kai Guan Hui-Yuan wang 《Journal of Magnesium and Alloys》 SCIE EI CAS CSCD 2024年第7期2863-2873,共11页
Texture regulation is a prominent method to modify the mechanical properties and anisotropy of magnesium alloy.In this work,the Mg-1Al-0.3Ca-0.5Mn-0.2Gd(wt.%)alloy sheet with TD-tilted and circular texture was fabrica... Texture regulation is a prominent method to modify the mechanical properties and anisotropy of magnesium alloy.In this work,the Mg-1Al-0.3Ca-0.5Mn-0.2Gd(wt.%)alloy sheet with TD-tilted and circular texture was fabricated by unidirectional rolling(UR)and multidirectional rolling(MR)method,respectively.Unlike generating a strong in-plane mechanical anisotropy in conventional TD-tilted texture,the novel circular texture sample possessed a weak in-plane yield anisotropy.This can be rationalized by the similar proportion of soft grains with favorable orientation for basalslip and{10.12}tensile twinning during the uniaxial tension of circular-texture sample along different directions.Moreover,compared with the TD-tilted texture,the circular texture improved the elongation to failure both along the rolling direction(RD)and transverse direction(TD).By quasi-in-situ EBSD-assisted slip trace analysis,higher activation of basal slip was observed in the circular-texture sample during RD tension,contributing to its excellent ductility.When loading along the TD,the TD-tilted texture promoted the activation of{10.12}tensile twins significantly,thus providing nucleation sites for cracks and deteriorating the ductility.This research may shed new insights into the development of formable and ductile Mg alloy sheets by texture modification. 展开更多
关键词 Magnesium alloy TD-tilted texture Circular texture In-plane yield anisotropy DUCTILITY
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Explosion damage effects of aviation kerosene storage tank under strong ignition
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作者 Shixiang Song cheng wang +1 位作者 Boyang Qiao Gongtian Gu 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第7期27-38,共12页
In order to study the blast damage effects of aviation kerosene storage tanks,the out-field explosion experiments of 8 m3fixed-roof tanks were carried out.The fragments,shock wave and fireball thermal radiation of the... In order to study the blast damage effects of aviation kerosene storage tanks,the out-field explosion experiments of 8 m3fixed-roof tanks were carried out.The fragments,shock wave and fireball thermal radiation of the tank in the presence of bottom oil,half oil and full oil,as well as empty tank,were investigated under internal explosion by various TNT charge contents(1.8 kg,3.5 kg and 6.2 kg).The results showed that the tank roof was the only fragment produced,and the damage forms could be divided into three types.The increase of TNT charge content and oil volume enlarged the deformation of the tank,while the hole ratio presented a trend of increase first and then decrease.The H_r,maxand V_(max)values positively increased as increasing the TNT charge content and oil volume(from empty to half oil),but decreased in full oil.The Pmaxvalues had a progressive increase with the increment of TNT charge content,but not the case with the increase in oil volumes.The development of fireball was divided into three stages:tank roof‘towed'flame,jet flow flame tumbling and rising,and jet flow flame extinguishing.The Dmaxand Hf,maxvalues both increased as increasing TNT charge content and oil volumes.The oscillation phenomenon of fireball temperature was observed in the cooling process.The average temperature of fireball surface was positively correlated with TNT charge content,and negatively correlated with oil volumes. 展开更多
关键词 Aviation kerosene Storage tank Internal explosion Shock wave FIREBALL
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Cu single-atom electrocatalyst on nitrogen-containing graphdiyne for CO_(2) electroreduction to CH_(4)
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作者 Hao Dai Tao Song +8 位作者 Xian Yue Shuting Wei Fuzhi Li Yanchao Xu Siyan Shu Ziang Cui cheng wang Jun Gu Lele Duan 《Chinese Journal of Catalysis》 SCIE CAS CSCD 2024年第9期123-132,共10页
Developing Cu single-atom catalysts(SACs)with well-defined active sites is highly desirable for producing CH4 in the electrochemical CO_(2) reduction reaction and understanding the structure-property relationship.Here... Developing Cu single-atom catalysts(SACs)with well-defined active sites is highly desirable for producing CH4 in the electrochemical CO_(2) reduction reaction and understanding the structure-property relationship.Herein,a new graphdiyne analogue with uniformly distributed N_(2)-bidentate(note that N_(2)-bidentate site=N^N-bidentate site;N_(2)≠dinitrogen gas in this work)sites are synthesized.Due to the strong interaction between Cu and the N_(2)-bidentate site,a Cu SAC with isolated undercoordinated Cu-N_(2) sites(Cu1.0/N_(2)-GDY)is obtained,with the Cu loading of 1.0 wt%.Cu1.0/N_(2)-GDY exhibits the highest Faradaic efficiency(FE)of 80.6% for CH_(4) in electrocatalytic reduction of CO_(2) at-0.96 V vs.RHE,and the partial current density of CH_(4) is 160 mA cm^(-2).The selectivity for CH_(4) is maintained above 70% when the total current density is 100 to 300 mA cm^(-2).More remarkably,the Cu1.0/N_(2)-GDY achieves a mass activity of 53.2 A/mgCu toward CH4 under-1.18 V vs.RHE.In situ electrochemical spectroscopic studies reveal that undercoordinated Cu-N_(2) sites are more favorable in generating key ^(*)COOH and ^(*)CHO intermediate than Cu nanoparticle counterparts.This work provides an effective pathway to produce SACs with undercoordinated Metal-N_(2) sites toward efficient electrocatalysis. 展开更多
关键词 Carbon dioxide reduction ELECTROCATALYSIS Cu single-atom catalyst N-containing graphdiyne Methane
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Neuromorphic circuits based on memristors: endowing robots with a human-like brain
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作者 Xuemei wang Fan Yang +7 位作者 Qing Liu Zien Zhang Zhixing Wen Jiangang Chen Qirui Zhang cheng wang Ge wang Fucai Liu 《Journal of Semiconductors》 EI CAS CSCD 2024年第6期47-63,共17页
Robots are widely used,providing significant convenience in daily life and production.With the rapid development of artificial intelligence and neuromorphic computing in recent years,the realization of more intelligen... Robots are widely used,providing significant convenience in daily life and production.With the rapid development of artificial intelligence and neuromorphic computing in recent years,the realization of more intelligent robots through a pro-found intersection of neuroscience and robotics has received much attention.Neuromorphic circuits based on memristors used to construct hardware neural networks have proved to be a promising solution of shattering traditional control limita-tions in the field of robot control,showcasing characteristics that enhance robot intelligence,speed,and energy efficiency.Start-ing with introducing the working mechanism of memristors and peripheral circuit design,this review gives a comprehensive analysis on the biomimetic information processing and biomimetic driving operations achieved through the utilization of neuro-morphic circuits in brain-like control.Four hardware neural network approaches,including digital-analog hybrid circuit design,novel device structure design,multi-regulation mechanism,and crossbar array,are summarized,which can well simulate the motor decision-making mechanism,multi-information integration and parallel control of brain at the hardware level.It will be definitely conductive to promote the application of memristor-based neuromorphic circuits in areas such as intelligent robotics,artificial intelligence,and neural computing.Finally,a conclusion and future prospects are discussed. 展开更多
关键词 neuromorphic devices neuromorphic circuits hardware networks MEMRISTORS humanlike robots
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不同出生胎龄早产儿神经发育追赶状况及校正终止年龄探讨
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作者 程旺 王成举 +2 位作者 申亚丽 吴至凤 张雨平 《中国当代儿科杂志》 CAS CSCD 北大核心 2024年第11期1141-1147,共7页
目的探讨不同出生胎龄早产儿的神经发育追赶状况及校正终止年龄。方法回顾性收集2018年1月1日—2023年3月1日在陆军军医大学第二附属医院门诊就诊的918例无明显高危因素早产儿的Gesell发育诊断量表的发育商(developmental quotient,DQ)... 目的探讨不同出生胎龄早产儿的神经发育追赶状况及校正终止年龄。方法回顾性收集2018年1月1日—2023年3月1日在陆军军医大学第二附属医院门诊就诊的918例无明显高危因素早产儿的Gesell发育诊断量表的发育商(developmental quotient,DQ)结果,以6684例足月儿作为对照。按胎龄分为早产儿组(早期、中期、晚期早产儿)和足月儿组,比较实际年龄48个月内各组儿童各能区DQ的差异及变化趋势。结果早产儿组所有能区DQ在实际6~48月龄均呈现追赶趋势(P<0.05)。晚期早产儿组在实际36月龄时所有能区DQ与足月儿组相比,差异均无统计学意义(P>0.05),中期、早期早产儿组在实际36月龄时多数能区DQ与足月儿组相比,差异有统计学意义(P<0.05),在48月龄时所有能区DQ与足月儿组相比,差异无统计学意义(P>0.05)。结论早产儿的神经发育校正终止年龄也许应该持续到36月龄以后,且胎龄越小,校正所需时间越长。 展开更多
关键词 神经发育 发育商 追赶 校正年龄 早产儿
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Lignans are the main active components of Schisandrae Chinensis Fructus for liver disease treatment:a review
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作者 Ke Fu Shu Dai +6 位作者 cheng Ma Yafang Zhang Shenglin Zhang cheng wang Lihong Gong Honglin Zhou Yunxia Li 《Food Science and Human Wellness》 SCIE CAS CSCD 2024年第5期2425-2444,共20页
As a traditional Chinese herbal medicine,Schisandrae Chinensis Fructus(SC)has been used in medicine and food industry due to its health care and therapeutic effects.Over the past 20 years,the use of SC and its active ... As a traditional Chinese herbal medicine,Schisandrae Chinensis Fructus(SC)has been used in medicine and food industry due to its health care and therapeutic effects.Over the past 20 years,the use of SC and its active ingredient lignans in the prevention and treatment of liver diseases has been increasing,and their hepatoprotective effects has increased the interest of the public and academia.Therefore,in the present work,we first determined the effectiveness of SC in the treatment of liver diseases such as metabolic associated fatty liver disease,alcoholic liver disease,cholestatic liver disease and acute liver injury.Subsequently,the pharmacological effects and molecular mechanisms of lignans,the active components of SC,for liver disease treatment were comprehensively summarized for the first time.The results showed that the lignans in SC could achieve hepatoprotective effects by regulating lipid metabolism,anti-fibrosis,anti-inflammation,anti-oxidation,anti-tumor and regulating bile acid metabolism.The mechanism mainly involved adenosine 5’-monophosphate-activated protein kinase,endoplasmic reticulum stress,sterol regulatory element binding protein 1c,autophagy,transforming growth factor-β,mitogen-activated protein kinase,microRNA,nuclear factor kappa-B,nuclear factor erythroid-2-related factor 2,heat shock proteins and pregnane X receptor signaling pathways.These results can lay a scientific foundation for the development of hepatoprotective drugs or functional foods from SC/lignans. 展开更多
关键词 Schisandrae Chinensis Fructus Lignans HEPATOPROTECTION Pharmacological effects Molecular mechanism
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Strategic Contracting for Software Upgrade Outsourcing in Industry 4.0
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作者 cheng wang Zhuowei Zheng 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第2期1563-1592,共30页
The advent of Industry 4.0 has compelled businesses to adopt digital approaches that combine software toenhance production efficiency. In this rapidly evolving market, software development is an ongoing process thatmu... The advent of Industry 4.0 has compelled businesses to adopt digital approaches that combine software toenhance production efficiency. In this rapidly evolving market, software development is an ongoing process thatmust be tailored to meet the dynamic needs of enterprises. However, internal research and development can beprohibitively expensive, driving many enterprises to outsource software development and upgrades to externalservice providers. This paper presents a software upgrade outsourcing model for enterprises and service providersthat accounts for the impact of market fluctuations on software adaptability. To mitigate the risk of adverseselection due to asymmetric information about the service provider’s cost and asymmetric information aboutthe enterprise’s revenues, we propose pay-per-time and revenue-sharing contracts in two distinct informationasymmetry scenarios. These two contracts specify the time and transfer payments for software upgrades. Througha comparative analysis of the optimal solutions under the two contracts and centralized decision-making withfull-information, we examine the characteristics of the solutions under two information asymmetry scenarios andanalyze the incentive effects of the two contracts on the various stakeholders. Overall, our study offers valuableinsights for firms seeking to optimize their outsourcing strategies and maximize their returns on investment insoftware upgrades. 展开更多
关键词 Software upgrade outsourcing the principal-agent information asymmetry reverse selection contract design
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Propagation Properties of Shock Waves in Polyurethane Foam based on Atomistic Simulations
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作者 Zhiqiang Hu Jianli Shao +2 位作者 Shiyu Jia Weidong Song cheng wang 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第1期117-129,共13页
Porous materials are widely used in the field of protection because of their excellent energy absorption characteristics.In this work,a series of polyurethane microscopic models are established and the effect of poros... Porous materials are widely used in the field of protection because of their excellent energy absorption characteristics.In this work,a series of polyurethane microscopic models are established and the effect of porosity on the shock waves is studied with classical molecular dynamics simulations.Firstly,shock Hugoniot relations for different porosities are obtained,which compare well with the experimental data.The pores collapse and form local stress wave,which results in the complex multi-wave structure of the shock wave.The microstructure analysis shows that the local stress increases and the local velocity decreases gradually during the process of pore collapse to complete compaction.Finally,it leads to stress relaxation and velocity homogenization.The shock stress peaks can be fitted with two exponential functions,and the amplitude of attenuation coefficient decreases with the increase of density.Besides,the pore collapse under shock or non-shock are discussed by the entropy increase rate of the system.The energy is dissipated mainly through the multiple interactions of the waves under shock.The energy is dissipated mainly by the friction between atoms under non-shock. 展开更多
关键词 Polyurethane foam Shock wave ATTENUATION Atomistic simulation
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Comparative transcriptomic evidence of physiological changes and potential relationships in vertebrates under different dormancy states
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作者 Yu-Han Niu Li-Hong Guan +4 位作者 cheng wang Hai-Feng Jiang Guo-Gang Li Lian-Dong Yang Shun-Ping He 《Zoological Research》 SCIE CSCD 2024年第2期341-354,共14页
Dormancy represents a fascinating adaptive strategy for organisms to survive in unforgiving environments.After a period of dormancy,organisms often exhibit exceptional resilience.This period is typically divided into ... Dormancy represents a fascinating adaptive strategy for organisms to survive in unforgiving environments.After a period of dormancy,organisms often exhibit exceptional resilience.This period is typically divided into hibernation and aestivation based on seasonal patterns.However,the mechanisms by which organisms adapt to their environments during dormancy,as well as the potential relationships between different states of dormancy,deserve further exploration.Here,we selected Perccottus glenii and Protopterus annectens as the primary subjects to study hibernation and aestivation,respectively.Based on histological and transcriptomic analysis of multiple organs,we discovered that dormancy involved a coordinated functional response across organs.Enrichment analyses revealed noteworthy disparities between the two dormant species in their responses to extreme temperatures.Notably,similarities in gene expression patterns pertaining to energy metabolism,neural activity,and biosynthesis were noted during hibernation,suggesting a potential correlation between hibernation and aestivation.To further explore the relationship between these two phenomena,we analyzed other dormancy-capable species using data from publicly available databases.This comparative analysis revealed that most orthologous genes involved in metabolism,cell proliferation,and neural function exhibited consistent expression patterns during dormancy,indicating that the observed similarity between hibernation and aestivation may be attributable to convergent evolution.In conclusion,this study enhances our comprehension of the dormancy phenomenon and offers new insights into the molecular mechanisms underpinning vertebrate dormancy. 展开更多
关键词 HIBERNATION AESTIVATION Multi-organs Convergent evolution
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A Hybrid Approach for Predicting the Remaining Useful Life of Bearings Based on the RReliefF Algorithm and Extreme Learning Machine
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作者 Sen-Hui wang Xi Kang +3 位作者 cheng wang Tian-Bing Ma Xiang He Ke Yang 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第8期1405-1427,共23页
Accurately predicting the remaining useful life(RUL)of bearings in mining rotating equipment is vital for mining enterprises.This research aims to distinguish the features associated with the RUL of bearings and propo... Accurately predicting the remaining useful life(RUL)of bearings in mining rotating equipment is vital for mining enterprises.This research aims to distinguish the features associated with the RUL of bearings and propose a prediction model based on these selected features.This study proposes a hybrid predictive model to assess the RUL of rolling element bearings.The proposed model begins with the pre-processing of bearing vibration signals to reconstruct sixty time-domain features.The hybrid model selects relevant features from the sixty time-domain features of the vibration signal by adopting the RReliefF feature selection algorithm.Subsequently,the extreme learning machine(ELM)approach is applied to develop a predictive model of RUL based on the optimal features.The model is trained by optimizing its parameters via the grid search approach.The training datasets are adjusted to make them most suitable for the regression model using the cross-validation method.The proposed hybrid model is analyzed and validated using the vibration data taken from the public XJTU-SY rolling element-bearing database.The comparison is constructed with other traditional models.The experimental test results demonstrated that the proposed approach can predict the RUL of bearings with a reliable degree of accuracy. 展开更多
关键词 Bearing degradation remaining useful life estimation RReliefF feature selection extreme learning machine
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Single-cell transcriptomics reveals cell atlas and identifies cycling tumor cells responsible for recurrence in ameloblastoma
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作者 Gan Xiong Nan Xie +17 位作者 Min Nie Rongsong Ling Bokai Yun Jiaxiang Xie Linlin Ren Yaqi Huang Wenjin wang Chen Yi Ming Zhang Xiuyun Xu Caihua Zhang Bin Zou Leitao Zhang Xiqiang Liu Hongzhang Huang Demeng Chen Wei Cao cheng wang 《International Journal of Oral Science》 SCIE CAS CSCD 2024年第2期251-264,共14页
Ameloblastoma is a benign tumor characterized by locally invasive phenotypes,leading to facial bone destruction and a high recurrence rate.However,the mechanisms governing tumor initiation and recurrence are poorly un... Ameloblastoma is a benign tumor characterized by locally invasive phenotypes,leading to facial bone destruction and a high recurrence rate.However,the mechanisms governing tumor initiation and recurrence are poorly understood.Here,we uncovered cellular landscapes and mechanisms that underlie tumor recurrence in ameloblastoma at single-cell resolution.Our results revealed that ameloblastoma exhibits five tumor subpopulations varying with respect to immune response(IR),bone remodeling(BR),tooth development(TD),epithelial development(ED),and cell cycle(CC)signatures.Of note,we found that CC ameloblastoma cells were endowed with stemness and contributed to tumor recurrence,which was dominated by the EZH2-mediated program.Targeting EZH2 effectively eliminated CC ameloblastoma cells and inhibited tumor growth in ameloblastoma patient-derived organoids.These data described the tumor subpopulation and clarified the identity,function,and regulatory mechanism of CC ameloblastoma cells,providing a potential therapeutic target for ameloblastoma. 展开更多
关键词 inhibited CYCLING eliminated
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Theoretical analysis of the elastic Kelvin-Helmholtz instability in explosive weldings
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作者 Yuanbo Sun Jianning Gou +5 位作者 cheng wang Qiang Zhou Rui Liu Pengwan Chen Tonghui Yang Xiang Zhao 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第2期521-528,共8页
By considering the joint effects of the Kelvin-Helmholtz(KH) and Rayleigh-Taylor(RT) instabilities, this paper presents an interpretation of the wavy patterns that occur in explosive welding. It is assumed that the el... By considering the joint effects of the Kelvin-Helmholtz(KH) and Rayleigh-Taylor(RT) instabilities, this paper presents an interpretation of the wavy patterns that occur in explosive welding. It is assumed that the elasticity of the material at the interface effectively determines the wavelength, because explosive welding is basically a solid-state welding process. To this end, an analytical model of elastic hydrodynamic instabilities is proposed, and the most unstable mode is selected in the solid phase. Similar approaches have been widely used to study the interfacial behavior of solid metals in high-energy-density physics. By comparing the experimental and theoretical results, it is concluded that thermal softening,which significantly reduces the shear modulus, is necessary and sufficient for successful welding. The thermal softening is verified by theoretical analysis of the increase in temperature due to the impacting and sliding of the flyer and base plates, and some experimental observations are qualitatively validated.In summary, the combined effect of the KH and RT instabilities in solids determines the wavy morphology, and our theoretical results are in good qualitative agreement with experimental and numerical observations. 展开更多
关键词 Explosive welding Hydrodynamic instabilities ELASTICITY
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Seasonal variation in dietary intake and its association with obesity-related chronic diseases in northeast China
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作者 cheng wang Zican Li +2 位作者 Dongwei Guan Hongxin Fu Rennan Feng 《Frigid Zone Medicine》 2024年第3期129-136,共8页
Objective:The objective of this study was to assess seasonal changes in dietary and nutrient intake of residents(18-75 years old)in Northeast China during summer and winter,and to explore the associations between fatt... Objective:The objective of this study was to assess seasonal changes in dietary and nutrient intake of residents(18-75 years old)in Northeast China during summer and winter,and to explore the associations between fatty acids,phytosterols,and the prevalence of obesity-related chronic diseases,particularly obesity,hyperlipidemia,and NAFLD.Methods:A total of 4773 participants from the Internet-based Dietary Questionnaire for Chinese(IDQC)were included in this study.Dietary intake information was collected using a validated food frequency questionnaire.Student's t-test or Mann-Whitney U-test was used to analyze continuous variables,while Chi-squared tests were used to compare categorical variables.Multivariable logistic regression was employed to assess the relationship between fatty acids,phytosterols,and obesity-related chronic diseases.Results:The mean consumption of legumes,vegetables,fruits,nuts,dairy products,fish,condiments,energy,protein,fat,and carbohydrate differed significantly between summer and winter(P<0.05).Significant inverse associations were found between both fatty acids and phytosterols and obesity-related chronic diseases in multivariate adjusted models.Summer polyunsaturated fatty acid(PUFA)intake was negatively associated with the prevalence of hyperlipidemia(Q4,OR,0.515;95%CI,0.283-0.921;P<0.05)and non-alcoholic fatty liver disease(NAFLD)(Q4,OR,0.331;95%CI,0.176-0.599;P<0.001).Phytosterols intake was negatively associated with the prevalence of obesity(Q4,OR,0.603;95%CI,0.414-0.873;P<0.05),hyperlipidemia(Q4,OR,0.420;95%CI,0.233-0.731;P<0.001),and NAFLD(Q4,OR,0.206;95%CI,0.111-0.360;P<0.001)during the summer.Conclusions:Higher PUFA intake was associated with a lower prevalence of obesity,hyperlipidemia,and NAFLD.Phytosterol intake was inversely associated with the prevalence of hyperlipidemia and NAFLD.These findings suggest that the associations between PUFA and phytosterols and the prevalence of obesity-related chronic diseases may be influenced by seasonal differences in food intake. 展开更多
关键词 obesity-related chronic diseases polyunsaturated fatty acid phytosterols
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The link between dietary nutrients intake and cardiovascular diseases in cold regions
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作者 Rennan Feng Qianqi Hong +5 位作者 Jingjing Cao Jian Li Lanxin Deng Jing wang Yang Zhao cheng wang 《Frigid Zone Medicine》 2024年第1期1-11,共11页
Background:The cold winter weather in northern China influences the dietary habits of its residents,contributing to a heightened risk of cardiovascular disorders,such as hypertension and coronary heart disease.Key fac... Background:The cold winter weather in northern China influences the dietary habits of its residents,contributing to a heightened risk of cardiovascular disorders,such as hypertension and coronary heart disease.Key factors include low vegetable consumption and high salt and fat intakes.This study aims to investigate the relationships between northern dietary nutrient intake in northern China and cardiovascular disorders during the winter season.Methods:A food frequency questionnaire tailored to the actual eating habits in northern China was designed.Retrospective data from 955 Chinese adults were collected from November to March between 2014 to 2023.Logistic regression was employed to analyze the relationship between dietary nutrients and cardiovascular diseases,with model performance assessed using receiver operating characteristic(ROC)curves.Results:Adjusted for gender,age,and body mass index(BMI),an inverse association was observed between vitamin A(OR=0.706,95%CI:0.550,0.907),nicotinic acid(OR=0.584,95%CI:0.447,0.762),phosphorus(OR=0.777,95%CI:0.608,0.994),selenium(OR=0.719,95%CI:0.560,0.923),zinc(OR=0.683,95%CI:0.531,0.880),methionine(OR=0.730,95%CI:0.569,0.936),arginine(OR=0.753,95%CI:0.588,0.964),lysine(OR=0.706,95%CI:0.550,0.907),aspartic acid(OR=0.730,95%CI:0.569,0.936)and hypertension.Additionally,a negative association was found between niacin(OR=0.752,95%CI:0.597,0.946)and coronary heart disease.Conversely,a positive association was identified between iodine and hypertension(OR=1.305,95%CI:1.020,1.669)and coronary heart disease(OR=1.301,95%CI:1.037,1.634).Conclusion:Our study suggests that maintaining a balanced dietary intake of vitamin A,niacin,phosphorus,selenium,zinc,methionine,arginine,lysine,and aspartic acid can be beneficial in preventing hypertension.Adequate niacin intake is associated with a lower risk of coronary heart disease.However,excessive iodine intake may contribute to hypertension and coronary heart disease. 展开更多
关键词 NUTRIENTS NORTHERN HYPERTENSION coronary heart disease COLD
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