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Outline of the Report on Cardiovascular Disease in China,2010 被引量:95
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作者 husheng Shou KONG Ling Zhi +7 位作者 GAO Run Lin ZHU Man Lu WANG Wen WANG Yong Jun WU Zhao Su CHEN Wei Wei LIU Ming Bo For the editorial board 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2012年第3期251-256,共6页
Major and profound changes have taken place in China over the past 30 years. Rapid socioeconomic progress has exerted a great impact on lifestyle, ranging from food, clothing, working and living conditions, and means ... Major and profound changes have taken place in China over the past 30 years. Rapid socioeconomic progress has exerted a great impact on lifestyle, ranging from food, clothing, working and living conditions, and means of transportation to leisure activities and entertainment. At the same time, new health problems have emerged, and health services are facing new challenges. Presently, cardiovascular diseases (CVD) are among the top health problems of the Chinese people, and pose a serious challenge to all engaged in the prevention and control of these diseases. An epidemic of CVD in China is emerging as a result of lifestyle changes, urbanization and longevity. Both national policy decision-making and medical practice urgently need an authoritative report which comprehensively reflects the trends in the epidemic of CVD and current preventive measures. Since 2005, guided by the Bureau of Disease Prevention of the Ministry of Health of the People's Republic of China and the National Center for Cardiovascular Diseases of China, nationwide experts in the fields of epidemiology, clinical medicine and health economics in the realms of CVD, cerebrovascular disease, diabetes and chronic kidney disease, completed the Report on Cardiovascular Diseases in China every year. The report aims to provide a timely review of the trend of the epidemic and to assess the progress of prevention and control of CVD. In addition, as the report is authoritative, representative and readable, it will become an information platform in the CVD field and an important reference book for government, academic institutes, medical organizations and clinical physicians. This publication is expected to play a positive role in the prevention and control of CVD in China. We present an abstract from the Report on Cardiovascular Diseases in China (2010), including trends in CVD, morbidity and mortality of major CVDs, up-to-date assessment of risk factors, as well as health resources for CVD, and a profile of medical expenditure, with the aim of p 展开更多
关键词 Cardiovascular diseases (CVD) PREVENTION CONTROL
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Self-organized search-attack mission planning for UAV swarm based on wolf pack hunting behavior 被引量:14
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作者 HU Jinqiang WU husheng +2 位作者 ZHAN Renjun MENASSEL Rafik ZHOU Xuanwu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2021年第6期1463-1476,共14页
Cooperative search-attack is an important application of unmanned aerial vehicle(UAV)swarm in military field.The coupling between path planning and task allocation,the heterogeneity of UAVs,and the dynamic nature of t... Cooperative search-attack is an important application of unmanned aerial vehicle(UAV)swarm in military field.The coupling between path planning and task allocation,the heterogeneity of UAVs,and the dynamic nature of task environment greatly increase the complexity and difficulty of the UAV swarm cooperative search-attack mission planning problem.Inspired by the collaborative hunting behavior of wolf pack,a distributed selforganizing method for UAV swarm search-attack mission planning is proposed.First,to solve the multi-target search problem in unknown environments,a wolf scouting behavior-inspired cooperative search algorithm for UAV swarm is designed.Second,a distributed self-organizing task allocation algorithm for UAV swarm cooperative attacking of targets is proposed by analyzing the flexible labor division behavior of wolves.By abstracting the UAV as a simple artificial wolf agent,the flexible motion planning and group task coordinating for UAV swarm can be realized by self-organizing.The effectiveness of the proposed method is verified by a set of simulation experiments,the stability and scalability are evaluated,and the integrated solution for the coupled path planning and task allocation problems for the UAV swarm cooperative search-attack task can be well performed. 展开更多
关键词 search-attack mission planning unmanned aerial vehicle(UAV)swarm wolf pack hunting behavior swarm intelligence labor division
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Dynamic deformation behavior of a face-centered cubic FeCoNiCrMn high-entropy alloy 被引量:14
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作者 Junyang He Qi wang +7 位作者 husheng Zhang Lanhong Dai Toshiji Mukai Yuan Wu Xiongjun Liu Hui Wang Tai-Gang Nieh Zhaoping Lu 《Science Bulletin》 SCIE EI CSCD 2018年第6期362-368,共7页
In this study, mechanical tests were conducted oil a face-centered cubic FeCoNiCrMn high-entropy alloy, both in tension and compression, in a wide range of strain rates (10^-4-10^4 s^-1) to systematically investigat... In this study, mechanical tests were conducted oil a face-centered cubic FeCoNiCrMn high-entropy alloy, both in tension and compression, in a wide range of strain rates (10^-4-10^4 s^-1) to systematically investigate its dynamic response and underlying deformation mechanism. Materials with different grain sizes were tested to understand the effect of grain size, thus grain boundary volume, on the mechanical prop-erties. Microstructures of various samples both before and after deformation were examined using elec-tron backscatter diffraction and transmission electron microscopy. The dislocation structure as well as deformation-induced twins were analyzed and correlated with the measured mechanical properties. Plastic stability during tension of the current high-entropy alloy (HEA), in particular, at dynamic strain rates, was discussed in lights of strain-rate sensitivity and work hardening rate. It was found that, under dynamic conditions, the strength and uniform ductility increased simultaneously as a result of the mas-sive formation of deformation twins. Specifically, an ultimate tensile strength of 734 MPa and uniform elongation of-63% are obtained at 2.3×10^3 s^-1, indicating that the alloy has great potential for energy absorption upon impact loading. 展开更多
关键词 High-entropy alloys Dynamic deformation Deformation twinning Work-hardening Plastic stability
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The Fibrillin-1/VEGFR2/STAT2 signaling axis promotes chemoresistance via modulating glycolysis and angiogenesis in ovarian cancer organoids and cells 被引量:8
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作者 Ziliang Wang Wei Chen +9 位作者 Ling Zuo Midie Xu Yong Wu Jiami Huang Xu Zhang Yongheng Li Jing Wang Jing Chen husheng Wang Huizhen Sun 《Cancer Communications》 SCIE 2022年第3期245-265,共21页
Background:Chemotherapy resistance is a primary reason of ovarian cancer therapy failure;hence it is important to investigate the underlying mechanisms of chemotherapy resistance and develop novel potential therapeuti... Background:Chemotherapy resistance is a primary reason of ovarian cancer therapy failure;hence it is important to investigate the underlying mechanisms of chemotherapy resistance and develop novel potential therapeutic targets.Methods:RNA sequencing of cisplatin-resistant and sensitive(chemoresis-tant and chemosensitive,respectively)ovarian cancer organoids was performed,followed by detection of the expression level of fibrillin-1(FBN1)in organoids and clinical specimens of ovarian cancer.Subsequently,glucose metabolism,angiogenesis,and chemosensitivity were analyzed in structural glycoprotein FBNl-knockout cisplatin-resistant ovarian cancer organoids and cell lines.To gain insights into the specific functions and mechanisms of action of FBN1 in ovarian cancer,immunoprecipitation,silver nitrate staining,mass spectrometry,immunofluorescence,Western blotting,and Forister resonance energy transfer-fluorescence lifetime imaging analyses were performed,followed by in vivo assays using vertebrate model systems of nude mice and zebrafish.Results:FBN1 expression was significantly enhanced in cisplatin-resistant ovar-ian cancer organoids and tissues,indicating that FBNI might be a key factor in chemoresistance of ovarian cancer.We also discovered that FBN1 sustained the energy stress and induced angiogenesis in vitro and in vivo,which promoted the cisplatin-resistance of ovarian cancer.Knockout of FBN1 combined with treat-ment of the antiangiogenic drug apatinib improved the cisplatin-sensitivity of ovarian cancer cells.Mechanistically,FBN1 mediated the phosphorylation of vascular endothelial growth factor receptor 2(VEGFR2)at the Tyrl054 residue,which activated its downstream focal adhesion kinase(FAK)/protein kinase B(PKB or AKT)pathway,induced the phosphorylation of signal transducer and activator of transcription 2(STAT2)at the tyrosine residue 690(Tyr690),pro-moted the nuclear translocation of STAT2,and ultimately altered the expression of genes associated with STAT2-mediated angiogenesis and glycolysis.Conclusions:T 展开更多
关键词 ANGIOGENESIS CHEMORESISTANCE Fibrillin-1 GLYCOLYSIS organoid OVARIANCANCER STAT2 VEGFR
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Rock burst risk evaluation based on equivalent surrounding rock strength 被引量:8
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作者 Jinglin Wen husheng Li +3 位作者 Fuxing Jiang Zhengxing Yu Haitao Ma Xiaolin Yang 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2019年第4期571-576,共6页
On-site investigations consistently show that the rock burst inherent to coal seams varies greatly with coal seam thickness.In this study,impact factors related to coal seam thickness and surrounding rock strength wer... On-site investigations consistently show that the rock burst inherent to coal seams varies greatly with coal seam thickness.In this study,impact factors related to coal seam thickness and surrounding rock strength were analyzed and a corresponding rock burst risk assessment method was constructed.The model reflects the influence of coal seam thickness on the stress distribution of surrounding rock at the roadway.Based on the roadway excavation range,a stress distribution model of surrounding roadway rock is established and the influence of coal seam thickness on rock burst risk is analyzed accordingly.The proposed rock burst risk assessment method is based on the equivalent surrounding rock strength and coal seam bursting liability.The proposed method was tested in a 3500 mining area to find that it yields rock burst risk assessment results as per coal seam thickness that are in accordance with real-world conditions.The results presented here suggest that coal seam thickness is a crucial factor in effective rock burst risk assessment. 展开更多
关键词 Mining engineering Coal SEAM thickness ROCK burst risk EQUIVALENT SURROUNDING ROCK strength BURSTING LIABILITY
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Review of Dynamic Task Allocation Methods for UAV Swarms Oriented to Ground Targets 被引量:7
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作者 Qiang Peng husheng Wu Ruisong Xue 《Complex System Modeling and Simulation》 2021年第3期163-175,共13页
Dynamic task allocation of unmanned aerial vehicle swarms for ground targets is an important part of unmanned aerial vehicle(UAV)swarms task planning and the key technology to improve autonomy.The realization of dynam... Dynamic task allocation of unmanned aerial vehicle swarms for ground targets is an important part of unmanned aerial vehicle(UAV)swarms task planning and the key technology to improve autonomy.The realization of dynamic task allocation in UAV swarms for ground targets is very difficult because of the large uncertainty of swarms,the target and environment state,and the high real-time allocation requirements.Hence,dynamic task allocation of UAV swarms oriented to ground targets has become a key and difficult problem in the field of mission planning.In this work,a dynamic task allocation method for UAV swarms oriented to ground targets is comprehensively and systematically summarized from two aspects:the establishment of an allocation model and the solution of the allocation model.First,the basic concept and trigger scenario are introduced.Second,the research status and the advantages and disadvantages of the two allocation models are analyzed.Third,the research status and the advantages and disadvantages of several common dynamic task allocation algorithms,such as the algorithm based on market mechanisms,intelligent optimization algorithm,and clustering algorithm,are evaluated.Finally,the specific problems of the current UAV swarm dynamic task allocation method for ground targets are highlighted,and future research directions are established.This work offers important reference significance for fully understanding the current situation of UAV swarm dynamic task allocation technology. 展开更多
关键词 unmanned aerial vehicle swarm ground target DYNAMIC task allocation research status
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The progress and prospect of assessment measures of uterine cavity function for infertility patients 被引量:6
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作者 Luping Zhang Rui Ju +9 位作者 Xiangyan Ruan Yinmei Dai husheng Wang Fengyu Jin Jing Jin Muqing Gu Jiaojiao Cheng Yu Yang Xin Xu Thomas Roemer 《Global Health Journal》 2021年第2期79-82,F0002,共5页
Objective:To explore the progress and prospect of evaluation methods for infertility patients.Methods:From September 2017 to December 2020,199 cases of infertility patients who have accepted mini-hysteroscopy examinat... Objective:To explore the progress and prospect of evaluation methods for infertility patients.Methods:From September 2017 to December 2020,199 cases of infertility patients who have accepted mini-hysteroscopy examination in the Department of Gynecological Endocrinology,Beijing Obstetrics and Gynecology Hospital,Capital Medical University.The patients who had primary ovary insufficiency,tubal infertility were excluded;patients with hysteroscopy contradiction,such as acute or sub-acute vaginal tract inflammation,endometrium lesion or endometrium carcinoma,severe cardiovascular,liver or kidney insufficiency were excluded.40 patients were excluded and 15 patients lost follow up,144 patients were eventually included in the analysis.The patient’s age,body mass index,infertility etiology,preoperative and postoperative stimulate ovulation cycle,pregnancy state and pregnancy time were recorded.The effect of mini-hysteroscopy on ovulation induction cycle was analyzed in pregnant patients.Results:The average age of 144 patients was 32.10±4.67 years old.96(66.67%)patients were found to have intrauterine abnormalities,while 48(33.33%)patients were found to have normal intrauterine cavity.48 cases of pregnancy,accounting for 33.33%;the median and interquartile ranges[M(Q1,Q3)]of ovulation induction cycles before and after surgery were respectively[3(0,5)],[2(1,3)],the difference was statistically significant(P<0.05).Among the 48 pregnant patients,32 of them had no structural lesions in hysteroscopy,the ovulation induction cycle of these patients before and after hysteroscopy were respectively[5(0,9)],[1(0,3)],the difference was statistically significant(P<0.05).Conclusion:Uterine cavity evaluation is important for the assessments of fertility.As an advanced diagnosis instrument,mini-hysteroscopy can not only timely detect the intrauterine abnormalities of patients,hut also with great application value in shorten the ovulation cycle in infertility patients and increase the pregnancy rate. 展开更多
关键词 Mini-hysteroscopy INFERTILITY Polycystic ovarian syndrome Endometrium scratch
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A blockchain bee colony double inhibition labor division algorithm for spatio-temporal coupling task with application to UAV swarm task allocation 被引量:5
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作者 WU husheng LI Hao XIAO Renbin 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2021年第5期1180-1199,共20页
It is difficult for the double suppression division algorithm of bee colony to solve the spatio-temporal coupling or have higher dimensional attributes and undertake sudden tasks.Using the idea of clustering,after clu... It is difficult for the double suppression division algorithm of bee colony to solve the spatio-temporal coupling or have higher dimensional attributes and undertake sudden tasks.Using the idea of clustering,after clustering tasks according to spatio-temporal attributes,the clustered groups are linked into task sub-chains according to similarity.Then,based on the correlation between clusters,the child chains are connected to form a task chain.Therefore,the limitation is solved that the task chain in the bee colony algorithm can only be connected according to one dimension.When a sudden task occurs,a method of inserting a small number of tasks into the original task chain and a task chain reconstruction method are designed according to the relative relationship between the number of sudden tasks and the number of remaining tasks.Through the above improvements,the algorithm can be used to process tasks with spatio-temporal coupling and burst tasks.In order to reflect the efficiency and applicability of the algorithm,a task allocation model for the unmanned aerial vehicle(UAV)group is constructed,and a one-to-one correspondence between the improved bee colony double suppression division algorithm and each attribute in the UAV group is proposed.Task assignment has been constructed.The study uses the self-adjusting characteristics of the bee colony to achieve task allocation.Simulation verification and algorithm comparison show that the algorithm has stronger planning advantages and algorithm performance. 展开更多
关键词 bee colony double inhibition labor division algorithm high dimensional attribute sudden task reforming the task chain task allocation model
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Research on fixed-time time-varying formation of heterogeneous multi-agent systems based on tracking error observer under DoS attacks
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作者 Jiqing Luo husheng Fang +2 位作者 Yue Zhong Jing Zhang Shengli Song 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第12期211-225,共15页
In this paper,the fixed-time time-varying formation of heterogeneous multi-agent systems(MASs) based on tracking error observer under denial-of-service(DoS) attacks is investigated.Firstly,the dynamic pinning strategy... In this paper,the fixed-time time-varying formation of heterogeneous multi-agent systems(MASs) based on tracking error observer under denial-of-service(DoS) attacks is investigated.Firstly,the dynamic pinning strategy is used to reconstruct the communication channel for the system that suffers from DoS attacks to prevent the discontinuous transmission information of the communication network from affecting MASs formation.Then,considering that the leader state is not available to each follower under DoS attacks,a fixed-time distributed observer without velocity information is constructed to estimate the tracking error between followers and the leader.Finally,adaptive radial basis function neural network(RBFNN) is used to approximate the unknown ensemble disturbances in the system,and the fixed-time time-varying formation scheme is designed with the constructed observer.The effectiveness of the proposed control algorithm is demonstrated by the numerical simulation. 展开更多
关键词 Denial-of-service attacks Dynamic pinning Fixed-time tracking error observer Adaptive RBFNN Fixed-time time-varying formation
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Fully Recyclable Liquid Metal-Based Ultra-St retch able Electronics Enabled by Water-Modulation-Degradation-Reconstruction Polymer-Gel
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作者 husheng Chen Tianfeng Hou +7 位作者 Minghua Zhang Jianke Du Licheng Hua Xing Chen Aibing Zhang Yuan Jin Lvwen Zhou Guangyong Li 《Energy & Environmental Materials》 SCIE EI CAS CSCD 2024年第5期400-407,共8页
The rapid development of stretchable electronics made by circuits,microchips,and encapsulation elastomers has caused the production of a large amount of electronic waste(e-waste).The degradation of elastomers can high... The rapid development of stretchable electronics made by circuits,microchips,and encapsulation elastomers has caused the production of a large amount of electronic waste(e-waste).The degradation of elastomers can highly minimize the negative effects of e-wastes.However,chemicals that included acid,alkali,and organics were repeatedly used during the recycling process,which were environmentally unfriendly.Here,a water-modulation-degradation-reconstruction(WDR)polyvinylpyrrolidone(PVP)-honey composite(PHC)polymer-gel was developed and could be regarded as encapsulation elastomers to realize a fully recyclable water-degradable stretchable(WS)electronics with multi-functions.The stretchability of the PHC polymer-gel could be modulated by the change of its water retention.The Chip-integrated liquid metal(LM)circuits encapsulated with the modulated PHC encapsulation elastomer could withstand a strain value of~3000%.Moreover,we developed a WS biomedical sensor composed of PHC encapsulation elastomer,LM circuits,and microchips,which could be fully recycled by biodegrading it in water to reconstruct a new one.As before,the reconstructed WS biomedical sensor could still simultaneously realize the combination of ultra-stretchability,recycling,self-healing,self-adhesive,and self-conformal abilities.The results revealed that this study exercises a profound influence on the rational design of multi-functional WS electronics. 展开更多
关键词 liquid metal polymer-gel RECYCLING stretchable electronics water-degradation
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Flexible Wolf Pack Algorithm for Dynamic Multidimensional Knapsack Problems 被引量:4
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作者 husheng Wu Renbin Xiao 《Research》 EI CAS 2020年第1期174-186,共13页
Optimization problems especially in a dynamic environment is a hot research area that has attracted notable attention in the past decades.It is clear from the dynamic optimization literatures that most of the efforts ... Optimization problems especially in a dynamic environment is a hot research area that has attracted notable attention in the past decades.It is clear from the dynamic optimization literatures that most of the efforts have been devoted to continuous dynamic optimization problems although the majority of the real-life problems are combinatorial.Moreover,many algorithms shown to be successful in stationary combinatorial optimization problems commonly have mediocre performance in a dynamic environment.In this study,based on binary wolf pack algorithm(BWPA),combining with flexible population updating strategy,a flexible binary wolf pack algorithm(FWPA)is proposed.Then,FWPA is used to solve a set of static multidimensional knapsack benchmarks and several dynamic multidimensional knapsack problems,which have numerous practical applications.To the best of our knowledge,this paper constitutes the first study on the performance of WPA on a dynamic combinatorial problem.By comparing two state-of-the-art algorithms with the basic BWPA,the simulation experimental results demonstrate that FWPA can be considered as a feasibility and competitive algorithm for dynamic optimization problems. 展开更多
关键词 WPA optimization combinatorial
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Variations in concentrations and bioavailability of heavy metals in rivers caused by water conservancy projects: Insights from water regulation of the Xiaolangdi Reservoir in the Yellow River 被引量:2
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作者 Jianwei Dong Xinghui Xia +3 位作者 Zhining Zhang Zixuan Liu Xiaotian Zhang husheng Li 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2018年第12期79-87,共9页
Water regulation of the Xiaolangdi Reservoir of the Yellow River was chosen as a case to investigate variations in concentrations and bioavailability of heavy metals caused by water conservancy projects in rivers. Wat... Water regulation of the Xiaolangdi Reservoir of the Yellow River was chosen as a case to investigate variations in concentrations and bioavailability of heavy metals caused by water conservancy projects in rivers. Water and suspended sediment(SPS) samples were collected at downstream sampling sites along the river during this period. Concentrations and speciation of Zn, Cr, Cu, Ni, and Pb in water and SPS samples were analyzed, and their bioaccumulation was studied with Daphnia magna. This study indicated that the exchangeable and carbonatebound fractions of heavy metals in SPS decreased along the studied stretch, and the dissolved heavy metal concentrations increased along the river with 1.6–15 folds. This is because sediment resuspension increased along the river during water regulation, giving rise to the increase of heavy metal release from SPS. The dissolved Zn, Cu, Ni, and Pb concentrations were significantly positively correlated with SPS concentrations, and their increase along the river was greater than Cr. The body burdens of heavy metals in D. magna exposed into samples collected from the reservoir outlet were 1.3–3.0 times lower than those from downstream stations, suggesting that the heavy metal bioavailability increased during water regulation.This should be considered in the reservoir operation. 展开更多
关键词 Heavy metals SPECIATION BIOACCUMULATION Suspended sediment DAM Water conservancy project
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Oxygen vacancy-mediated WO_(3) phase junction to steering photogenerated charge separation for enhanced water splitting 被引量:2
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作者 Huimin LI Qianqian SHEN +5 位作者 Han ZHANG Jiaqi GAO husheng JIA Xuguang LIU Qi LI Jinbo XUE 《Journal of Advanced Ceramics》 SCIE EI CAS CSCD 2022年第12期1873-1888,共16页
Effective charge separation and transfer is deemed to be the contributing factor to achieve high photoelectrochemical(PEC)water splitting performance on photoelectrodes.Building a phase junction structure with control... Effective charge separation and transfer is deemed to be the contributing factor to achieve high photoelectrochemical(PEC)water splitting performance on photoelectrodes.Building a phase junction structure with controllable phase transition of WO_(3) can further improve the photocatalytic performance.In this work,we realized the transition from orthorhombic to monoclinic by regulating the annealing temperatures,and constructed an orthorhombic–monoclinic WO_(3)(o-WO_(3)/m-WO_(3))phase junction.The formation of oxygen vacancies causes an imbalance of the charge distribution in the crystal structure,which changes the W–O bond length and bond angle,accelerating the phase transition.As expected,an optimum PEC activity was achieved over the o-WO_(3)/m-WO_(3) phase junction in WO_(3)-450 photoelectrode,yielding the maximum O_(2) evolution rate roughly 32 times higher than that of pure WO_(3)-250 without any sacrificial agents under visible light irradiation.The enhancement of catalytic activity is attributed to the atomically smooth interface with a highly matched lattice and robust built-in electric field around the phase junction,which leads to a less-defective and abrupt interface and provides a smooth interfacial charge separation and transfer path,leading to improved charge separation and transfer efficiency and a great enhancement in photocatalytic activity.This work strikes out on new paths in the formation of an oxygen vacancy-induced phase transition and provides new ideas for the design of catalysts. 展开更多
关键词 phase transition tungsten oxide lattice mismatch density functional theory(DFT) photoelectrocatalytic water splitting
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Research on Multi-Modal Time Series Data Prediction Method Based on Dual-Stage Attention Mechanism
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作者 Xinyu Liu Yulong Meng +4 位作者 Fangwei Liu Lingyu Chen Xinfeng Zhang Junyu Lin husheng Gou 《国际计算机前沿大会会议论文集》 EI 2023年第1期127-144,共18页
The production data in the industrialfield have the characteristics of multimodality,high dimensionality and large correlation differences between attributes.Existing data prediction methods cannot effectively capture ... The production data in the industrialfield have the characteristics of multimodality,high dimensionality and large correlation differences between attributes.Existing data prediction methods cannot effectively capture time series and modal features,which leads to prediction hysteresis and poor prediction stabil-ity.Aiming at the above problems,this paper proposes a time-series and modal fea-tureenhancementmethodbasedonadual-stageself-attentionmechanism(DATT),and a time series prediction method based on a gated feedforward recurrent unit(GFRU).On this basis,the DATT-GFRU neural network with a gated feedforward recurrent neural network and dual-stage self-attention mechanism is designed and implemented.Experiments show that the prediction effect of the neural network prediction model based on DATT is significantly improved.Compared with the traditional prediction model,the DATT-GFRU neural network has a smaller aver-age error of model prediction results,stable prediction performance,and strong generalization ability on the three datasets with different numbers of attributes and different training sample sizes. 展开更多
关键词 Multi-modal time series data Recurrent neural network Self-attention mechanism
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Preparation and Properties of Heat Resistant Polylactic Acid(PLA)/Nano-SiO2 Composite Filament 被引量:1
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作者 吴改红 刘淑强 +1 位作者 JIA husheng DAI Jinming 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2016年第1期164-171,共8页
In order to improve the thermal properties of polylactic acid(PLA) filament,nano-SiO_2 was applied to mix with PLA,then they were spun as composite filament by melt-spinning.The dispersion of nano SiO_2 and the frac... In order to improve the thermal properties of polylactic acid(PLA) filament,nano-SiO_2 was applied to mix with PLA,then they were spun as composite filament by melt-spinning.The dispersion of nano SiO_2 and the fracture surfaces of filaments were studied by scanning electron microscopy(SEM).The properties of composite filament,such as orientation degree,mechanical properties,and surface friction properties,were analyzed.The thermal performances of composite filament were analyzed by differential scanning calorimetry(DSC) and thermo gravimetric analysis(TGA).The results showed that the nano-SiO_2 modified by 5% KH-550 could disperse evenly and loosely in nano-scale,and 1 wt% and 3 wt% nano-SiO_2 dispersed throughout PLA evenly.As the quantity of nano-SiO_2 increased,the properties of composite filament,such as orientation degree,friction coefficient,thermal decomposition temperature,and glass transition temperature,increased more or less.The breaking tenacity increased when 1 wt% SiO_2 was added in PLA,but declined when 3 wt% SiO_2 was added. 展开更多
关键词 polylactic acid PLA composite filament nano-silicon dioxide(nano-SiO_2) thermal property
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Oxygen vacancy self-doped single crystal-like TiO_(2) nanotube arrays for efficient light-driven methane non-oxidative coupling
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作者 Jinbo Xue Jinyu Li +6 位作者 Zhe Sun Huimin Li Huan Chang Xuguang Liu husheng Jia Qi Li Qianqian Shen 《Journal of Advanced Ceramics》 SCIE EI CAS CSCD 2023年第8期1577-1592,共16页
Photocatalytic non-oxidative coupling of methane(PNOCM)is a mild and cost-effective method for the production of multicarbon compounds.However,the separation of photogenerated charges and activation of methane(CH4)are... Photocatalytic non-oxidative coupling of methane(PNOCM)is a mild and cost-effective method for the production of multicarbon compounds.However,the separation of photogenerated charges and activation of methane(CH4)are the main challenges for this reaction.Here,single crystal-like TiO_(2) nanotubes(VO-p-TNTs)with oxygen vacancies(VO)and preferential orientation were prepared and applied to PNOCM.The results demonstrate that the significantly enhanced photocatalytic performance is mainly related to the strong synergistic effect between preferential orientation and VO.The preferential orientation of VO-p-TNT along the[001]direction reduces the formation of complex centers at grain boundaries as the form of interfacial states and potential barriers,which improves the separation and transport of photogenerated carriers.Meanwhile,VO provides abundant coordination unsaturated sites for CH4 chemisorption and also acts as electron traps to hinder the recombination of electrons and holes,establishing an effective electron transfer channel between the adsorbed CH4 molecule and photocatalyst,thus weakening the C–H bond.In addition,the introduction of VO broadens the light absorption range.As a result,VO-p-TNT exhibits excellent PNOCM performance and provides new insights into catalyst design for CH4 conversion. 展开更多
关键词 TiO_(2)nanotubes(TNTs) oxygen vacancies(VO) preferential orientation photocatalytic non-oxidative coupling of methane(PNOCM)
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Construction of an easy-to-use predictive model for ultrasound-detected tophi to improve the detection of hidden tophi
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作者 Wei Liu Wen Guo +6 位作者 Kaiping Zhao Qiang Zang husheng Wu Siliang Man Hongchao Li Liang Zhang Hui Song 《Rheumatology & Autoimmunity》 2023年第3期149-156,共8页
Background:Musculoskeletal ultrasound is used in clinical practice to evaluate gout patients and is an effective imaging tool for the detection of tophi.The aim of this study was to analyze the factors associated with... Background:Musculoskeletal ultrasound is used in clinical practice to evaluate gout patients and is an effective imaging tool for the detection of tophi.The aim of this study was to analyze the factors associated with ultrasound-detected tophi in gout patients and to construct a clinical model to predict its occurrence and improve the detection of hidden tophi.Methods:Data of gout patients admitted to Beijing Jishuitan Hospital from January 2015 to December 2021 were collected.The complete and detailed information from gout cases with completed musculoskeletal ultrasound was included in the analysis.Univariate and multivariate analyses were used to identify independent factors associated with ultrasound-detected tophi.A nomogram was used to visualize the clinical predictive models.Results:Among 517 gout patients,rheumatologists found that 67 patients(13.0%)had subcutaneous tophi by visual observation,while musculoskeletal ultrasound revealed that 123 patients(23.8%)had ultrasound-detected tophi with odds ratio[OR](95%confidence intervals[CIs])=2.20(1.81-2.67).Disease duration,upper limb joint flare(ULJF),persistent joint pain(PJP),uric acid,and homocysteine levels were independently associated with ultrasounddetected tophi,and they had ORs(95%CIs)of 1.092(1.050-1.136),3.732(2.312-6.025),1.864(1.086-3.200),1.003(1.001-1.004),and 1.015(1.000-1.030),respectively.After balancing the complexity and accuracy of the model,Model 2(incorporating disease duration,ULJF,PJP,and uric acid)was chosen to create a nomogram to predict the occurrence of ultrasound-detected tophi.The nomogram had good discrimination(consistency index[C-index]=0.774)and excellent calibration,demonstrated by calibration curves.Conclusion:Using easily available indicators,such as disease duration,the nature of the joint pain,and uric acid levels,we successfully developed an easy-to-use clinical model to improve the detection of hidden tophi. 展开更多
关键词 clinical model GOUT NOMOGRAM TOPHI ULTRASOUND
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Multiple-Channel Weight-Based CNN Fault Diagnosis Method
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作者 Peng Xu Xinyu Liu +3 位作者 Junyu Lin Zhongyu Lu Fengming Li husheng Gou 《国际计算机前沿大会会议论文集》 EI 2023年第1期89-105,共17页
It is difficult to comprehensively extract device status information for CNNs under a single source high-frequency timing signal,and CNNs cannot effec-tively achieve precise identification and classification based on the... It is difficult to comprehensively extract device status information for CNNs under a single source high-frequency timing signal,and CNNs cannot effec-tively achieve precise identification and classification based on the importance of multichannel features.This article proposes a CNN fault diagnosis method based on multi-channel weight adaptation.This methodfirst normalizes different data sources as input as different channels of CNN,and uses the characteristics of convolutional networks to achieve the characteristics of different data sources.Fusion and extraction.Then,the SNET module is embedded into the CNN net-work,adapted to the weight of each channel,and the accuracy of classification is improved.Finally,through comparative experiments,this method can further improve the accuracy of fault recognition. 展开更多
关键词 Convolutional Neural Network Timing Features Weight Adaptation
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Discovery of IHMT-337 as a potent irreversible EZH2 inhibitor targeting CDK4 transcription for malignancies
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作者 husheng Mei Hong Wu +12 位作者 Jing Yang Bin Zhou Aoli Wang Chen Hu Shuang Qi Zongru Jiang Fengming Zou Beilei Wang Feiyang Liu Yongfei Chen Wenchao Wang Jing Liu Qingsong Liu 《Signal Transduction and Targeted Therapy》 SCIE CSCD 2023年第2期744-756,共13页
Enhancer of zeste homolog 2(EZH2),an enzymatic subunit of PRC2 complex,plays an important role in tumor development and progression through its catalytic and noncatalytic activities.Overexpression or gain-of-function ... Enhancer of zeste homolog 2(EZH2),an enzymatic subunit of PRC2 complex,plays an important role in tumor development and progression through its catalytic and noncatalytic activities.Overexpression or gain-of-function mutations of EZH2 have been significantly associated with tumor cell proliferation of triple-negative breast cancer(TNBC)and diffuse large B-cell lymphoma(DLBCL).As a result,it has gained interest as a potential therapeutic target.The currently available EZH2 inhibitors,such as EPZ6438 and GSK126,are of benefit for clinical using or reached clinical trials.However,certain cancers are resistant to these enzymatic inhibitors due to its noncatalytic or transcriptional activity through modulating nonhistone proteins.Thus,it may be more effective to synergistically degrade EZH2 in addition to enzymatic inhibition.Here,through a rational design and chemical screening,we discovered a new irreversible EZH2 inhibitor,IHMT-337,which covalently bounds to and degrades EZH2 via the E3 ligase CHIP-mediated ubiquitination pathway.Moreover,we revealed that IHMT-337 affects cell cycle progression in TNBC cells through targeting transcriptional regulating of CDK4,a novel PRC2 complex-and enzymatic activity-independent function of EZH2.More significantly,our compound inhibits both DLBCL and TNBC cell proliferation in different preclinical models in vitro and in vivo.Taken together,our findings demonstrate that in addition to enzymatic inhibition,destroying of EZH2 by IHMT-337 could be a promising therapeutic strategy for TNBC and other malignancies that are independent of EZH2 enzymatic activity. 展开更多
关键词 EZH2 CDK4 IRREVERSIBLE
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First detection of cutavirus DNA in stools of patients with rheumatic diseases in Guangzhou,China
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作者 Yongzhi Li Liting Zheng +12 位作者 Huan He husheng Xiong Jiaqi Chen Hengbiao Sun Caiyun Chen Qiushuang Li Jiaqi Fu Fei Wu Yuhan Gao Juxian Xian Minyi Liang Gang Xiao Qing Chen 《Virologica Sinica》 SCIE CAS CSCD 2023年第6期860-867,共8页
Cutavirus(CuV)is a novel protoparvovirus possibly associated with diarrhea and cutaneous T-cell lymphomas.Patients with rheumatic disease are immunosuppressed and may be more vulnerable to pathogenic viruses.A descrip... Cutavirus(CuV)is a novel protoparvovirus possibly associated with diarrhea and cutaneous T-cell lymphomas.Patients with rheumatic disease are immunosuppressed and may be more vulnerable to pathogenic viruses.A descriptive study was conducted among hospitalized patients with rheumatic diseases and individuals undergoing medical health check-ups between June 2019 and June 2022 in Guangzhou,China.Stool samples of subjects were tested for CuV DNA.Demographic and fecal examination data of patients were obtained from electronic medical records.A total of 505 patients with rheumatic diseases and 244 individuals who underwent medical health check-ups were included in the study.Of the patients with rheumatic disease,5.74%[95%confidence interval(CI):4.03%–8.12%]were positive for CuV DNA,while no individual in the medical health check-up group was positive,indicating a close correlation between CuV and rheumatic disease.Men and patients with rheumatoid arthritis or ankylosing spondylitis,according to the disease classification,were more susceptible to being infected with CuV(P<0.01).After adjustments,being male remained the only significant factor,with an adjusted odd ratio(OR)of 4.4(95%CI:1.7–11.4,P=0.002).Phylogenetic analysis of the CuV VP2 sequences showed three diverse clades,one of which was segregated to be a single branching independent of previously known sequences,which is possible a new genotype. 展开更多
关键词 Cutavirus(CuV) Rheumatic diseases PREVALENCE Risk factor Genetic characterization
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