Usually,the disposal of the emergency is organized as a cross-organization emergency response process(CERP),where various resources are involved.The lack of these resources may cause resource conflicts that can delay ...Usually,the disposal of the emergency is organized as a cross-organization emergency response process(CERP),where various resources are involved.The lack of these resources may cause resource conflicts that can delay or even suspend the CERP,thereby increasing the risk imposed on life,property,and the environment.In this paper,we propose a novel approach to construct conflict-free and efficient CERPs.This approach first presents a branching place-based method to decompose a CERP into a set of execution paths.In essence,an execution path refers to a process fragment without choice structures corresponding to some kind of process instance in the CERP.In practice,each execution of the CERP can only follow such an execution path.Next,it determines whether each execution path contains resource conflicts.If not,then the execution path is considered conflict-free;otherwise,it will be resolved using a delay-based strategy.Lastly,it introduces an execution path-oriented strategy to merge all originally conflict-free and resolved execution paths to form a resolved CERP,in which each execution of it is conflict-free and efficient.The proposed approach is implemented in the tool RCTool,and a group of experiments conducted on actual CERPs demonstrates that it is more effective in constructing conflict-free and efficient CERPs compared to existing proposals,and its computation overhead is also acceptable in practice.展开更多
Understanding the electromagnetic compatibility of power modules in complex electromagnetic environments is critical for the safety of integrated modular avionics.However,fully testing the module against various Elect...Understanding the electromagnetic compatibility of power modules in complex electromagnetic environments is critical for the safety of integrated modular avionics.However,fully testing the module against various Electro Magnetic Interference(EMI)waveforms is time-consuming and labor-intensive.To address this challenge,we propose a deep-learning-based approach,termed Multi-waveform Transfer Learning(MWTL),building a unified model to predict module responses across multiple interference waveforms.MWTL utilizes a Convolutional Neural Network-Long Short-Term Memory(CNN-LSTM)architecture to effectively extract the temporal features and build the relation between the interference signals and the response signals.In addition,by leveraging shared features across different scenarios,a Transfer Learning(TL)strategy is applied,generalizing the model into unseen interference waveforms,thereby reducing the need for extensive training data in new tasks.The experimental results show that the proposed method delivers excellent predictive performance across various types of interference,maintaining high accuracy even with limited data.In particular,by transferring shared features from multitask learning to new tasks,the approach significantly reduces data requirements for new scenarios while preserving prediction accuracy.展开更多
Light-field fluorescence microscopy(LFM)enables high-speed volumetric imaging by capturing 3D information in a single snapshot.However,its reconstruction quality is severely degraded by detection noise.We propose SSD-...Light-field fluorescence microscopy(LFM)enables high-speed volumetric imaging by capturing 3D information in a single snapshot.However,its reconstruction quality is severely degraded by detection noise.We propose SSD-LFM,a self-supervised denoising framework that incorporates physical models,to substantially remove noise-induced artifacts in multimodality LFM.The SSD-LFM model is trained exclusively on low-signal-to-noise ratio(SNR)data,bypassing the need for paired noisy-clean datasets for network training.The denoising performance of SSD-LFM is validated on conventional LFM,scanning LFM(sLFM),and two-photon excitation LFM(TP-LFM).Comprehensive evaluations on both simulated and experimental data demonstrate that SSD-LFM achieves artifact-free 3D reconstruction with over 5-fold fewer photons.For time-lapse imaging,the self-supervised architecture further enables SSD-LFM to operate only on the collected noisy raw data,overcoming generalization constraints inherent in supervised methods.Due to the significantly improved quality under low-SNR excitation,SSD-LFM enables long-term volumetric observation of phototoxicity-vulnerable bioprocesses.展开更多
Strong-field terahertz(THz) radiation holds significant potential in non-equilibrium state manipulation, electron acceleration, and biomedical effects. However, distortion-free detection of strong-field THz waveforms ...Strong-field terahertz(THz) radiation holds significant potential in non-equilibrium state manipulation, electron acceleration, and biomedical effects. However, distortion-free detection of strong-field THz waveforms remains an essential challenge in THz science and technology. To address this issue, we propose a ferromagnetic detection scheme based on Zeeman torque sampling, achieving distortion-free strong-field THz waveform detection in Py films. Thickness-dependent characterization(3–21 nm) identifies peak detection performance at 21 nm within the investigated range. Furthermore, by structurally engineering the Py ferromagnetic layer, we demonstrate strong-field THz detection in symmetric Ta(3 nm)/Py(9 nm)/Ta(3 nm) heterostructure while simultaneously resolving Zeeman torque responses and collective spin-wave dynamics in asymmetric W(4 nm)/Py(9 nm)/Pt(2 nm)heterostructure. We calculated spin wave excitations and spin orbit torque distributions in asymmetric heterostructures, along with spin wave excitations in symmetric modes. This approach overcomes the sensitivity limitations of conventional techniques in strong-field conditions.展开更多
AIM: To examine the relations of alcohol consumption to the prevalence of metabolic syndrome in Shanghai adults. METHODS: We performed a cross-sectional analysis of data from the randomized multistage stratified clust...AIM: To examine the relations of alcohol consumption to the prevalence of metabolic syndrome in Shanghai adults. METHODS: We performed a cross-sectional analysis of data from the randomized multistage stratified cluster sampling of Shanghai adults, who were evaluated for alcohol consumption and each component of metabolic syndrome, using the adapted U.S. National Cholesterol Education Program criteria. Current alcohol consumption was defined as more than once of alcohol drinking per month. RESULTS: The study population consisted of 3953 participants (1524 men) with a mean age of 54.3 ± 12.1 years. Among them, 448 subjects (11.3%) were current alcohol drinkers, including 405 males and 43 females. After adjustment for age and sex, the prevalence of current alcohol drinking and metabolic syndrome in the general population of Shanghai was 13.0% and 15.3%, respectively. Compared with nondrinkers, the prevalence of hypertriglyceridemia and hypertension was higher while the prevalence of abdominal obesity, low serum high-density-lipoprotein cholesterol (HDL-C) and diabetes mellitus was lower in subjects who consumed alcohol twice or more per month, with a trend toward reducing the prevalence of metabolic syndrome. Among the current alcohol drinkers, systolic blood pressure, HDL-C, fastingplasma glucose, and prevalence of hypertriglyceridemia tended to increase with increased alcohol consumption. However, low-density-lipoprotein cholesterol concentration, prevalence of abdominal obesity, low serum HDL-C and metabolic syndrome showed the tendency to decrease. Moreover, these statistically significant differences were independent of gender and age.CONCLUSION: Current alcohol consumption is associated with a lower prevalence of metabolic syndrome irrespe- ctive of alcohol intake (g/d), and has a favorable influence on HDL-C, waist circumference, and possible diabetes mellitus. However, alcohol intake increases the likelihood of hypertension, hypertriglyceridemia and hyperglycemia. The clinical significance of these findings needs further investigation.展开更多
In order to design the scale model in a wide frequency range,a method based on the reflective loss is proposed according to the high-frequency approximation algorithm,and an example of designing the scale model of a p...In order to design the scale model in a wide frequency range,a method based on the reflective loss is proposed according to the high-frequency approximation algorithm,and an example of designing the scale model of a plate-shaped absorber is given in this paper.In the example,the frequency of the full-size measurement ranges from 2.0 GHz to 2.4 GHz,the thickness of the full-size absorber is 1 mm and the scale ratio is 1/5.A two-layer scale absorber is obtained by the proposed method.The thickness values of the bottom and top layer are 0.4 mm and 0.5 mm,respectively.Furthermore,the scattering properties of a plate model and an SLICY model are studied by FEKO to verify the effectiveness of the designed scale absorber.Compared with the corresponding values from the theoretical scale model,the average values of the absolute deviations in 10 GHz~12 GHz are 0.53 d Bm^2,0.65 d Bm^2,0.76 d Bm^2 for the plate model and 0.20 d Bm^2,0.95 d Bm^2,0.77 d Bm^2 for the SLICY model while the incident angles are 0°,30°,and 60°,respectively.These deviations fall within the Radar cross section(RCS) measurement tolerance.Thus,the work in this paper has important theoretical and practical significance.展开更多
In view of the inconsistency of channel gains and a large amount of interference noise in Solar Broadband Radio Spectrometer(SBRS) observation data,they will seriously affect the analysis of SBRS data.In this paper,a ...In view of the inconsistency of channel gains and a large amount of interference noise in Solar Broadband Radio Spectrometer(SBRS) observation data,they will seriously affect the analysis of SBRS data.In this paper,a method of Radio Frequency Interference(RFI) detection and mitigation for SBRS observation data is reported.Firstly,the SBRS observation data are preprocessed,a part of the observation data was selected to calculate the mean and variance to achieve the normalization of the entire observation data,which can avoid the influence of strong noise on the normalization result.Furthermore,we proposed an adaptive threshold RFI detection method based on fusion wavelet transform reconstruction and an RFI elimination method based on neighborhood weighted filling.It is worth mentioning that to detect RFI interference signals of different magnitudes,we adopted an iterative approach to the RFI detection and mitigation process.Through qualitative analysis of real observation data and quantitative analysis of simulated data,it is shown that the method proposed in this paper can effectively eliminate RFI in SBRS observation data,and improve the quality of observation data for further scientific analysis.展开更多
With the rapid development of information technology,the electronifi-cation of medical records has gradually become a trend.In China,the population base is huge and the supporting medical institutions are numerous,so ...With the rapid development of information technology,the electronifi-cation of medical records has gradually become a trend.In China,the population base is huge and the supporting medical institutions are numerous,so this reality drives the conversion of paper medical records to electronic medical records.Electronic medical records are the basis for establishing a smart hospital and an important guarantee for achieving medical intelligence,and the massive amount of electronic medical record data is also an important data set for conducting research in the medical field.However,electronic medical records contain a large amount of private patient information,which must be desensitized before they are used as open resources.Therefore,to solve the above problems,data masking for Chinese electronic medical records with named entity recognition is proposed in this paper.Firstly,the text is vectorized to satisfy the required format of the model input.Secondly,since the input sentences may have a long or short length and the relationship between sentences in context is not negligible.To this end,a neural network model for named entity recognition based on bidirectional long short-term memory(BiLSTM)with conditional random fields(CRF)is constructed.Finally,the data masking operation is performed based on the named entity recog-nition results,mainly using regular expression filtering encryption and principal component analysis(PCA)word vector compression and replacement.In addi-tion,comparison experiments with the hidden markov model(HMM)model,LSTM-CRF model,and BiLSTM model are conducted in this paper.The experi-mental results show that the method used in this paper achieves 92.72%Accuracy,92.30%Recall,and 92.51%F1_score,which has higher accuracy compared with other models.展开更多
In inertial confinement fusion experiments,fuel quality is determined mainly by the thermal environment of the capsule in the layering procedure.Owing to the absence of a radial thermal gradient,formed deuterium–deut...In inertial confinement fusion experiments,fuel quality is determined mainly by the thermal environment of the capsule in the layering procedure.Owing to the absence of a radial thermal gradient,formed deuterium–deuterium(DD)ice shells in the capsule are thermally instable.To obtain a solid DD layer with good quality and long lifetime,stringent demands must be placed on the thermal performance of cryogenic targets.In DD cryogenic target preparation,two issues arise,even after the capsule’s temperature uniformity has been improved by the use of thick aluminized films.The first is the inconsistent ice shape,which is related to the capsule’s thermal field.In this article,some typical fabrication details are investigated,including adhesive penetration during assembly,the presence of the fill tube,the optical properties of the hohlraum and film surfaces,the jacket–hohlraum connection,deviations in capsule location,and asymmetrical contact at the arm–jacket interfaces.Detailed comparisons of the thermal effects of these factors provide guidance for target optimization.The second issue is the instability of seeding crystals in the fill tube due to unsteadiness of the direction of the thermal gradient in the fill tube assembly.An additional thermal controller is proposed,analyzed,and optimized to provide robust controllability of tube temperature.The analysis results and optimization methods presented in this article should not only help in dealing with thermal issues associated with DD cryogenic targets,but also provide important references for engineering design of other cryogenic targets.展开更多
Person re-identification(ReID)aims to recognize the same person in multiple images from different camera views.Training person ReID models are time-consuming and resource-intensive;thus,cloud computing is an appropria...Person re-identification(ReID)aims to recognize the same person in multiple images from different camera views.Training person ReID models are time-consuming and resource-intensive;thus,cloud computing is an appropriate model training solution.However,the required massive personal data for training contain private information with a significant risk of data leakage in cloud environments,leading to significant communication overheads.This paper proposes a federated person ReID method with model-contrastive learning(MOON)in an edge-cloud environment,named FRM.Specifically,based on federated partial averaging,MOON warmup is added to correct the local training of individual edge servers and improve the model’s effectiveness by calculating and back-propagating a model-contrastive loss,which represents the similarity between local and global models.In addition,we propose a lightweight person ReID network,named multi-branch combined depth space network(MB-CDNet),to reduce the computing resource usage of the edge device when training and testing the person ReID model.MB-CDNet is a multi-branch version of combined depth space network(CDNet).We add a part branch and a global branch on the basis of CDNet and introduce an attention pyramid to improve the performance of the model.The experimental results on open-access person ReID datasets demonstrate that FRM achieves better performance than existing baseline.展开更多
[Objectives]This study was conducted to quickly screen out effective and safe agents for controlling tobacco root knot nematode disease.[Methods]Six pesticides were tested and screened indoors at five different concen...[Objectives]This study was conducted to quickly screen out effective and safe agents for controlling tobacco root knot nematode disease.[Methods]Six pesticides were tested and screened indoors at five different concentrations.[Results]The six pesticides all had toxic effects on the second-instar larvae of tobacco root-knot nematode,and the corrected mortality was positively correlated with the concentration and time of the pesticides,with the correlation coefficients above 0.8.From the perspective of inhibitory activity,the order was fosthiazate>abamectin>emamectin benzoate>cadusafos>ethoprophos>carbosulfan.Four pesticides that can be used in the field were selected.[Conclusions]This study provides a theoretical basis for field pesticide selection.展开更多
[Objective] The paper was to explore weed control measures in tobacco fields in Anshun City. [Method] Different treatments on weed control were conducted in tobacco fields in Anshun City, Guizhou Province, from 2017 t...[Objective] The paper was to explore weed control measures in tobacco fields in Anshun City. [Method] Different treatments on weed control were conducted in tobacco fields in Anshun City, Guizhou Province, from 2017 to 2019. [Result] Various treatments had no negative effect on tobacco plant growth in the field, and had different degrees of control effects on five dominant weeds, including Digitaria sanguinalis, Setaria viridis, Fagopyrum dibotrys, Commelina communis and Chenopodium album. White mulching film and 50% butralin·clomazone EC 160 m L/667 m2 + white mulching film had the worst performance, which had extremely significant or significant differences with other treatments. There was no sig-nificant difference among most treatments, and the overall effects were comprehensive(multi-factor) treatment > double factor treatment > single factor treatment. [Conclusion] Combination control is recommended in practical tobacco production.展开更多
This study aimed to investigate the application effect of analog water-soluble fertilizer as an alternative of flue-cured tobacco-specific topdressing fertilizer. A field experiment was conducted, and the dry matter a...This study aimed to investigate the application effect of analog water-soluble fertilizer as an alternative of flue-cured tobacco-specific topdressing fertilizer. A field experiment was conducted, and the dry matter accumulation, intrinsic chemical composition, smoking quality and economic benefit of flue-cured tobacco were compared between analog water-soluble fertilizer and conventional fertilizer, The results showed compared with conventional fertilizer, analog water-soluble fertilizer increased the dry matter accumulation in flue-cured tobacco by 4.90%-16.70%, increased the yield of flue-cured tobacco by 6%-15%, and increased the output of flue-cured tobacco by 5%-14%. In terms of chemical composition, the flue-cured tobacco applied with analog water-soluble fertilizer was better than that applied with conventional fertilizer, except the nicotine content in the upper leaves, the potassium content in the middle leaves and the reducing sugar content. The smoking quality of both the upper and middle leaves of flue-cured tobacco in the analog water-soluble fertilizer treatment groups was better than that in the conventional fertilizer treatment group. In short, analog water-soluble fertilizer was better than conventional fertilizer, with advantages of lower cost (reduced by 381.60 yuan/hm2), lower application amount (reduced by 165 kg/hm2) and higher utilization efficiency.展开更多
[Objectives] This study was to find out the effect of trap space layout on the trapped number of Spodoptera litura in tobacco field. [Methods]From2015 to 2017,investigations were made using different hanging heights,d...[Objectives] This study was to find out the effect of trap space layout on the trapped number of Spodoptera litura in tobacco field. [Methods]From2015 to 2017,investigations were made using different hanging heights,distances( densities) and equidistant plane layout in the tobacco planting area in central Guizhou Province. [Results] The trapped number of S. litura was different at different hanging heights of the trap,and some had the difference reached the5% significant level in the trapped number. The optimum hanging height was 1. 5-2. 0 m. The trapping effect was the best at the field layout distance of20. 0-30. 0 m( density of 5-8 traps/hm^2). Under the conditions of even distribution at the equal distance between traps of 40.0 m in the field,the accumulated trapped number of S. litura from April to August was in the order of outer ring > central ring > inner ring,presenting the zonal distribution. The difference in the trapped numbers was significant among different rings,reaching the 5% significant level. [Conclusions]This study provided theoretical bases for the physiochemical control of S. litura in tobacco field.展开更多
Teachers and students are the two main subjects which are indispensable in the teaching activities. Their communication is the most basic activity in the whole teaching activities. The social economy in our country is...Teachers and students are the two main subjects which are indispensable in the teaching activities. Their communication is the most basic activity in the whole teaching activities. The social economy in our country is developing and changing constantly, and the teaching reform has been changed, and it has been well developed. Physical education is a very important component in the teaching structure of colleges and universities, and the teaching of physical education has been highly concerned by people. But in the sports teaching practice, in? uenced by traditional teaching ideas and teaching skills, communication of PE Teaching in Colleges and universities appeared unilateral and simple phenomenon, directly affect the quality and efficiency of teaching. We should figure out how to avoid the lack of teaching communication in college physical education, in order to make the relationship between teachers and students, students and students more harmonious, and promote the improvement of the efficiency of sports teaching. This article mainly focus on the teaching concept, we discuss and analyze the problems and reasons in the teaching of physical education in Colleges and Universities and put forward a new sports teaching communication construction strategy, the purpose is to provide some support and help to the university physical education teaching activities.展开更多
To address the errors associated with the application of existing Discrete Element Method simulation parameters in roller-type precision seeders,this study focused on calibrating the key contact parameters of the‘Xin...To address the errors associated with the application of existing Discrete Element Method simulation parameters in roller-type precision seeders,this study focused on calibrating the key contact parameters of the‘Xinhe No.1’coated confectionary sunflower seeds,so as to provide a reliable simulation foundation for the optimization of the seeders.Through dynamic stacking angle experiments and comparative trials involving confectionary sunflowers(including Xinhe No.1)and oil sunflowers with significantly different physical properties,the optimal working conditions for the rotating drum were determined as a rotation speed of 10 r/min,304 Stainless Steel as the inner wall material,and a filling ratio of 30%.The study also clarified the variation patterns of the dynamic stacking angle.Physical experiments were conducted to measure the static friction coefficients,restitution coefficients,and inter-seed restitution coefficients between Xinhe No.1 seeds and three materials:304 Stainless Steel,Q235 Steel,and ABS Plastic.The physical dynamic stacking angle was obtained via a rotating drum experiment.A single-factor experiment was used to determine the range of simulation parameters,and a second-order orthogonal experiment was conducted using Design-Expert software to optimize contact parameters with the physical dynamic stacking angle as the target.The parameters were subsequently validated using the Discrete Element Method(DEM)simulation software EDEM 2022.3,hereinafter abbreviated as EDEM simulations.Finally,rolling friction coefficients between seeds and Q235 Steel and ABS Plastic were obtained through both simulation and physical experiments using alternative contact materials.The results showed that the static friction coefficients between Xinhe No.1 and 304 Stainless Steel,Q235 Steel,and ABS Plastic were 0.32,0.36,and 0.25,respectively;the restitution coefficients were 0.42,0.39,and 0.32;and the rolling friction coefficients were 0.012,0.011,and 0.010.The measured values of the inter-seed static friction coefficient,restitution coefficient,and rolling friction coefficient were 0.31,0.43,and 0.010,respectively.The relative error between simulated and physical stacking angles was<1.5%.Calibrated DEM parameters for Xinhe No.1 coated sunflower seeds provide a theoretical basis for optimizing the design of sunflower precision seeders.展开更多
目的评估50岁以上患者采用锁定钢板固定联合肱二头肌长头腱(long head of the biceps tendon,LHBT)固定术治疗Neer3/4部分肱骨近端骨折的临床效果,重点关注肩关节功能及肱二头肌腱相关症状改善。方法回顾性分析2022年1月至2024年3月接...目的评估50岁以上患者采用锁定钢板固定联合肱二头肌长头腱(long head of the biceps tendon,LHBT)固定术治疗Neer3/4部分肱骨近端骨折的临床效果,重点关注肩关节功能及肱二头肌腱相关症状改善。方法回顾性分析2022年1月至2024年3月接受锁定钢板内固定手术的50岁以上Neer 3/4部分肱骨近端骨折患者,排除开放性骨折、合并神经损伤、多发骨折的病例,以及术后出现骨坏死、骨折吸收、肱骨头塌陷、内固定失效等并发症的病例。最终75例患者被纳入分析,其中LHBT固定术组31例(Neer 3部分21例、4部分10例),对照组44例(Neer 3部分31例、4部分13例)。术后采用Constant-Murley评分评估肩关节功能,Speed试验检测肱二头肌腱病变。结果固定术组的Constant-Murley评分显著优于对照组[(84.9±4.9)分vs(81.8±6.3)分,P=0.024],主要体现在固定术组的疼痛评分[(12.2±1.9)分vs(11.1±1.8)分,P=0.015]子项中表现更优,而日常生活能力、活动度和肌力改善不显著(P>0.05)。肱二头肌腱症状方面,固定术组Speed试验阳性率显著低于对照组(5/31 vs 20/44,P=0.008)。结论对于50岁以上Neer 3/4部分肱骨近端骨折患者,术中同期实施LHBT固定术,能缓解肩关节疼痛、减轻LHBT病变相关症状,并在一定程度上间接促进肩关节功能恢复。展开更多
基金supported in part by the National Natural Science Foundation of China(62562063,62262063,62262071,and62472264)the Key Research and Development Program of Yunnan Province(202402AD080002-5,202502AD080004)+4 种基金the Yunnan Revitalization Talents Support Plan(XDYC-CYCX-2022-0009)Yunnan Fundamental Research Projects(202501AS070046)the Key Industry Science and Technology Projects for University Services in Yunnan Province(FWCY-ZNT2024020)the National Funds through FCT(Fundação para a Ciência e a Tecnologia)(UID/04152/2025)–Centro de Investigação em Gestão de Informação(MagIC)/NOVA IMS(UID/PRR/04152/2025)the Natural Science Distinguished Youth Foundation of Shandong Province(ZR2025QA13)。
摘要Usually,the disposal of the emergency is organized as a cross-organization emergency response process(CERP),where various resources are involved.The lack of these resources may cause resource conflicts that can delay or even suspend the CERP,thereby increasing the risk imposed on life,property,and the environment.In this paper,we propose a novel approach to construct conflict-free and efficient CERPs.This approach first presents a branching place-based method to decompose a CERP into a set of execution paths.In essence,an execution path refers to a process fragment without choice structures corresponding to some kind of process instance in the CERP.In practice,each execution of the CERP can only follow such an execution path.Next,it determines whether each execution path contains resource conflicts.If not,then the execution path is considered conflict-free;otherwise,it will be resolved using a delay-based strategy.Lastly,it introduces an execution path-oriented strategy to merge all originally conflict-free and resolved execution paths to form a resolved CERP,in which each execution of it is conflict-free and efficient.The proposed approach is implemented in the tool RCTool,and a group of experiments conducted on actual CERPs demonstrates that it is more effective in constructing conflict-free and efficient CERPs compared to existing proposals,and its computation overhead is also acceptable in practice.
摘要Understanding the electromagnetic compatibility of power modules in complex electromagnetic environments is critical for the safety of integrated modular avionics.However,fully testing the module against various Electro Magnetic Interference(EMI)waveforms is time-consuming and labor-intensive.To address this challenge,we propose a deep-learning-based approach,termed Multi-waveform Transfer Learning(MWTL),building a unified model to predict module responses across multiple interference waveforms.MWTL utilizes a Convolutional Neural Network-Long Short-Term Memory(CNN-LSTM)architecture to effectively extract the temporal features and build the relation between the interference signals and the response signals.In addition,by leveraging shared features across different scenarios,a Transfer Learning(TL)strategy is applied,generalizing the model into unseen interference waveforms,thereby reducing the need for extensive training data in new tasks.The experimental results show that the proposed method delivers excellent predictive performance across various types of interference,maintaining high accuracy even with limited data.In particular,by transferring shared features from multitask learning to new tasks,the approach significantly reduces data requirements for new scenarios while preserving prediction accuracy.
基金supported by the Natural Science Foundation of Beijing Municipality(Grant No.4254070)the National Natural Science Foundation of China(Grant No.62501030).
摘要Light-field fluorescence microscopy(LFM)enables high-speed volumetric imaging by capturing 3D information in a single snapshot.However,its reconstruction quality is severely degraded by detection noise.We propose SSD-LFM,a self-supervised denoising framework that incorporates physical models,to substantially remove noise-induced artifacts in multimodality LFM.The SSD-LFM model is trained exclusively on low-signal-to-noise ratio(SNR)data,bypassing the need for paired noisy-clean datasets for network training.The denoising performance of SSD-LFM is validated on conventional LFM,scanning LFM(sLFM),and two-photon excitation LFM(TP-LFM).Comprehensive evaluations on both simulated and experimental data demonstrate that SSD-LFM achieves artifact-free 3D reconstruction with over 5-fold fewer photons.For time-lapse imaging,the self-supervised architecture further enables SSD-LFM to operate only on the collected noisy raw data,overcoming generalization constraints inherent in supervised methods.Due to the significantly improved quality under low-SNR excitation,SSD-LFM enables long-term volumetric observation of phototoxicity-vulnerable bioprocesses.
基金supported by the Scientific Research Innovation Capability Support Project for Young Faculty (Grant No.ZYGXQNJSKYCXNLZCXMI3)the National Key Research and Development Program of China (Grant No.2022YFA1604402)+1 种基金the National Natural Science Foundation of China (Grant Nos.U23A6002,92250307,and 52225106)the Beijing Municipal Science and Technology Commission,Administrative Commission of Zhongguancun Science Park (Grant No.Z25110000692500)。
摘要Strong-field terahertz(THz) radiation holds significant potential in non-equilibrium state manipulation, electron acceleration, and biomedical effects. However, distortion-free detection of strong-field THz waveforms remains an essential challenge in THz science and technology. To address this issue, we propose a ferromagnetic detection scheme based on Zeeman torque sampling, achieving distortion-free strong-field THz waveform detection in Py films. Thickness-dependent characterization(3–21 nm) identifies peak detection performance at 21 nm within the investigated range. Furthermore, by structurally engineering the Py ferromagnetic layer, we demonstrate strong-field THz detection in symmetric Ta(3 nm)/Py(9 nm)/Ta(3 nm) heterostructure while simultaneously resolving Zeeman torque responses and collective spin-wave dynamics in asymmetric W(4 nm)/Py(9 nm)/Pt(2 nm)heterostructure. We calculated spin wave excitations and spin orbit torque distributions in asymmetric heterostructures, along with spin wave excitations in symmetric modes. This approach overcomes the sensitivity limitations of conventional techniques in strong-field conditions.
基金The Grant-in-Aid from Shanghai Science and Technology Community Fund, No. 01ZD001
摘要AIM: To examine the relations of alcohol consumption to the prevalence of metabolic syndrome in Shanghai adults. METHODS: We performed a cross-sectional analysis of data from the randomized multistage stratified cluster sampling of Shanghai adults, who were evaluated for alcohol consumption and each component of metabolic syndrome, using the adapted U.S. National Cholesterol Education Program criteria. Current alcohol consumption was defined as more than once of alcohol drinking per month. RESULTS: The study population consisted of 3953 participants (1524 men) with a mean age of 54.3 ± 12.1 years. Among them, 448 subjects (11.3%) were current alcohol drinkers, including 405 males and 43 females. After adjustment for age and sex, the prevalence of current alcohol drinking and metabolic syndrome in the general population of Shanghai was 13.0% and 15.3%, respectively. Compared with nondrinkers, the prevalence of hypertriglyceridemia and hypertension was higher while the prevalence of abdominal obesity, low serum high-density-lipoprotein cholesterol (HDL-C) and diabetes mellitus was lower in subjects who consumed alcohol twice or more per month, with a trend toward reducing the prevalence of metabolic syndrome. Among the current alcohol drinkers, systolic blood pressure, HDL-C, fastingplasma glucose, and prevalence of hypertriglyceridemia tended to increase with increased alcohol consumption. However, low-density-lipoprotein cholesterol concentration, prevalence of abdominal obesity, low serum HDL-C and metabolic syndrome showed the tendency to decrease. Moreover, these statistically significant differences were independent of gender and age.CONCLUSION: Current alcohol consumption is associated with a lower prevalence of metabolic syndrome irrespe- ctive of alcohol intake (g/d), and has a favorable influence on HDL-C, waist circumference, and possible diabetes mellitus. However, alcohol intake increases the likelihood of hypertension, hypertriglyceridemia and hyperglycemia. The clinical significance of these findings needs further investigation.
基金Project supported by the National Natural Science Foundation of China(Grant Nos.61601299 and 11404213)the Shanghai Municipal Science and Technology Commission,China(Grant Nos.17210730900 and 15ZR1439600)the Defense Industrial Technology,China(Grant No.B2120132001)
摘要In order to design the scale model in a wide frequency range,a method based on the reflective loss is proposed according to the high-frequency approximation algorithm,and an example of designing the scale model of a plate-shaped absorber is given in this paper.In the example,the frequency of the full-size measurement ranges from 2.0 GHz to 2.4 GHz,the thickness of the full-size absorber is 1 mm and the scale ratio is 1/5.A two-layer scale absorber is obtained by the proposed method.The thickness values of the bottom and top layer are 0.4 mm and 0.5 mm,respectively.Furthermore,the scattering properties of a plate model and an SLICY model are studied by FEKO to verify the effectiveness of the designed scale absorber.Compared with the corresponding values from the theoretical scale model,the average values of the absolute deviations in 10 GHz~12 GHz are 0.53 d Bm^2,0.65 d Bm^2,0.76 d Bm^2 for the plate model and 0.20 d Bm^2,0.95 d Bm^2,0.77 d Bm^2 for the SLICY model while the incident angles are 0°,30°,and 60°,respectively.These deviations fall within the Radar cross section(RCS) measurement tolerance.Thus,the work in this paper has important theoretical and practical significance.
基金funded by the Open Research Program of CAS Key Laboratory of Solar Activity,National Astronomical Observatories (KLSA201909)the National Natural Science Foundation of China (Nos.11773072 and 11873027)Yunnan Fundamental Research Projects (202001AT070135)。
摘要In view of the inconsistency of channel gains and a large amount of interference noise in Solar Broadband Radio Spectrometer(SBRS) observation data,they will seriously affect the analysis of SBRS data.In this paper,a method of Radio Frequency Interference(RFI) detection and mitigation for SBRS observation data is reported.Firstly,the SBRS observation data are preprocessed,a part of the observation data was selected to calculate the mean and variance to achieve the normalization of the entire observation data,which can avoid the influence of strong noise on the normalization result.Furthermore,we proposed an adaptive threshold RFI detection method based on fusion wavelet transform reconstruction and an RFI elimination method based on neighborhood weighted filling.It is worth mentioning that to detect RFI interference signals of different magnitudes,we adopted an iterative approach to the RFI detection and mitigation process.Through qualitative analysis of real observation data and quantitative analysis of simulated data,it is shown that the method proposed in this paper can effectively eliminate RFI in SBRS observation data,and improve the quality of observation data for further scientific analysis.
基金This research was supported by the National Natural Science Foundation of China under Grant(No.42050102)the Postgraduate Education Reform Project of Jiangsu Province under Grant(No.SJCX22_0343)Also,this research was supported by Dou Wanchun Expert Workstation of Yunnan Province(No.202205AF150013).
摘要With the rapid development of information technology,the electronifi-cation of medical records has gradually become a trend.In China,the population base is huge and the supporting medical institutions are numerous,so this reality drives the conversion of paper medical records to electronic medical records.Electronic medical records are the basis for establishing a smart hospital and an important guarantee for achieving medical intelligence,and the massive amount of electronic medical record data is also an important data set for conducting research in the medical field.However,electronic medical records contain a large amount of private patient information,which must be desensitized before they are used as open resources.Therefore,to solve the above problems,data masking for Chinese electronic medical records with named entity recognition is proposed in this paper.Firstly,the text is vectorized to satisfy the required format of the model input.Secondly,since the input sentences may have a long or short length and the relationship between sentences in context is not negligible.To this end,a neural network model for named entity recognition based on bidirectional long short-term memory(BiLSTM)with conditional random fields(CRF)is constructed.Finally,the data masking operation is performed based on the named entity recog-nition results,mainly using regular expression filtering encryption and principal component analysis(PCA)word vector compression and replacement.In addi-tion,comparison experiments with the hidden markov model(HMM)model,LSTM-CRF model,and BiLSTM model are conducted in this paper.The experi-mental results show that the method used in this paper achieves 92.72%Accuracy,92.30%Recall,and 92.51%F1_score,which has higher accuracy compared with other models.
基金supported by the Science Challenge Project(Grant No.TZ2018006)the National Natural Science Foundation of China(Grant Nos.11804318 and 61803354)+1 种基金the Key Laboratory Foundation of Ultra-Precision Manufacturing(Grant No.ZD18007)the Young Talent Foundation(Grant No.RCFCZ3-2019-5)。
摘要In inertial confinement fusion experiments,fuel quality is determined mainly by the thermal environment of the capsule in the layering procedure.Owing to the absence of a radial thermal gradient,formed deuterium–deuterium(DD)ice shells in the capsule are thermally instable.To obtain a solid DD layer with good quality and long lifetime,stringent demands must be placed on the thermal performance of cryogenic targets.In DD cryogenic target preparation,two issues arise,even after the capsule’s temperature uniformity has been improved by the use of thick aluminized films.The first is the inconsistent ice shape,which is related to the capsule’s thermal field.In this article,some typical fabrication details are investigated,including adhesive penetration during assembly,the presence of the fill tube,the optical properties of the hohlraum and film surfaces,the jacket–hohlraum connection,deviations in capsule location,and asymmetrical contact at the arm–jacket interfaces.Detailed comparisons of the thermal effects of these factors provide guidance for target optimization.The second issue is the instability of seeding crystals in the fill tube due to unsteadiness of the direction of the thermal gradient in the fill tube assembly.An additional thermal controller is proposed,analyzed,and optimized to provide robust controllability of tube temperature.The analysis results and optimization methods presented in this article should not only help in dealing with thermal issues associated with DD cryogenic targets,but also provide important references for engineering design of other cryogenic targets.
基金supported by the the Natural Science Foundation of Jiangsu Province of China under Grant No.BK20211284the Financial and Science Technology Plan Project of Xinjiang Production and Construction Corps under Grant No.2020DB005.
摘要Person re-identification(ReID)aims to recognize the same person in multiple images from different camera views.Training person ReID models are time-consuming and resource-intensive;thus,cloud computing is an appropriate model training solution.However,the required massive personal data for training contain private information with a significant risk of data leakage in cloud environments,leading to significant communication overheads.This paper proposes a federated person ReID method with model-contrastive learning(MOON)in an edge-cloud environment,named FRM.Specifically,based on federated partial averaging,MOON warmup is added to correct the local training of individual edge servers and improve the model’s effectiveness by calculating and back-propagating a model-contrastive loss,which represents the similarity between local and global models.In addition,we propose a lightweight person ReID network,named multi-branch combined depth space network(MB-CDNet),to reduce the computing resource usage of the edge device when training and testing the person ReID model.MB-CDNet is a multi-branch version of combined depth space network(CDNet).We add a part branch and a global branch on the basis of CDNet and introduce an attention pyramid to improve the performance of the model.The experimental results on open-access person ReID datasets demonstrate that FRM achieves better performance than existing baseline.
摘要[Objectives]This study was conducted to quickly screen out effective and safe agents for controlling tobacco root knot nematode disease.[Methods]Six pesticides were tested and screened indoors at five different concentrations.[Results]The six pesticides all had toxic effects on the second-instar larvae of tobacco root-knot nematode,and the corrected mortality was positively correlated with the concentration and time of the pesticides,with the correlation coefficients above 0.8.From the perspective of inhibitory activity,the order was fosthiazate>abamectin>emamectin benzoate>cadusafos>ethoprophos>carbosulfan.Four pesticides that can be used in the field were selected.[Conclusions]This study provides a theoretical basis for field pesticide selection.
摘要[Objective] The paper was to explore weed control measures in tobacco fields in Anshun City. [Method] Different treatments on weed control were conducted in tobacco fields in Anshun City, Guizhou Province, from 2017 to 2019. [Result] Various treatments had no negative effect on tobacco plant growth in the field, and had different degrees of control effects on five dominant weeds, including Digitaria sanguinalis, Setaria viridis, Fagopyrum dibotrys, Commelina communis and Chenopodium album. White mulching film and 50% butralin·clomazone EC 160 m L/667 m2 + white mulching film had the worst performance, which had extremely significant or significant differences with other treatments. There was no sig-nificant difference among most treatments, and the overall effects were comprehensive(multi-factor) treatment > double factor treatment > single factor treatment. [Conclusion] Combination control is recommended in practical tobacco production.
基金Supported by Support Project of Guizhou Branch of China Tobacco Corporation(2015-07)~~
摘要This study aimed to investigate the application effect of analog water-soluble fertilizer as an alternative of flue-cured tobacco-specific topdressing fertilizer. A field experiment was conducted, and the dry matter accumulation, intrinsic chemical composition, smoking quality and economic benefit of flue-cured tobacco were compared between analog water-soluble fertilizer and conventional fertilizer, The results showed compared with conventional fertilizer, analog water-soluble fertilizer increased the dry matter accumulation in flue-cured tobacco by 4.90%-16.70%, increased the yield of flue-cured tobacco by 6%-15%, and increased the output of flue-cured tobacco by 5%-14%. In terms of chemical composition, the flue-cured tobacco applied with analog water-soluble fertilizer was better than that applied with conventional fertilizer, except the nicotine content in the upper leaves, the potassium content in the middle leaves and the reducing sugar content. The smoking quality of both the upper and middle leaves of flue-cured tobacco in the analog water-soluble fertilizer treatment groups was better than that in the conventional fertilizer treatment group. In short, analog water-soluble fertilizer was better than conventional fertilizer, with advantages of lower cost (reduced by 381.60 yuan/hm2), lower application amount (reduced by 165 kg/hm2) and higher utilization efficiency.
基金Supported by the Science and Technology Project of Guizhou Tobacco Company,China(201510)
摘要[Objectives] This study was to find out the effect of trap space layout on the trapped number of Spodoptera litura in tobacco field. [Methods]From2015 to 2017,investigations were made using different hanging heights,distances( densities) and equidistant plane layout in the tobacco planting area in central Guizhou Province. [Results] The trapped number of S. litura was different at different hanging heights of the trap,and some had the difference reached the5% significant level in the trapped number. The optimum hanging height was 1. 5-2. 0 m. The trapping effect was the best at the field layout distance of20. 0-30. 0 m( density of 5-8 traps/hm^2). Under the conditions of even distribution at the equal distance between traps of 40.0 m in the field,the accumulated trapped number of S. litura from April to August was in the order of outer ring > central ring > inner ring,presenting the zonal distribution. The difference in the trapped numbers was significant among different rings,reaching the 5% significant level. [Conclusions]This study provided theoretical bases for the physiochemical control of S. litura in tobacco field.
摘要Teachers and students are the two main subjects which are indispensable in the teaching activities. Their communication is the most basic activity in the whole teaching activities. The social economy in our country is developing and changing constantly, and the teaching reform has been changed, and it has been well developed. Physical education is a very important component in the teaching structure of colleges and universities, and the teaching of physical education has been highly concerned by people. But in the sports teaching practice, in? uenced by traditional teaching ideas and teaching skills, communication of PE Teaching in Colleges and universities appeared unilateral and simple phenomenon, directly affect the quality and efficiency of teaching. We should figure out how to avoid the lack of teaching communication in college physical education, in order to make the relationship between teachers and students, students and students more harmonious, and promote the improvement of the efficiency of sports teaching. This article mainly focus on the teaching concept, we discuss and analyze the problems and reasons in the teaching of physical education in Colleges and Universities and put forward a new sports teaching communication construction strategy, the purpose is to provide some support and help to the university physical education teaching activities.
基金supported by the Fuxi Young Talent Cultivation Project of Gansu Agricultural University(Grant No.gaufx-05y02)the National Natural Science Foundation of China(Grant No.52365030)+4 种基金the Science and Technology Innovation Fund of Gansu Agricultural University-Young Mentor Support Fund Project(Grant No.GAUQDFC-2024-06)the Construction Project of Gansu Dryland Agriculture Equipment Industry Research Institute,the Gansu Province Major Science and Technology Special Project(Grant No.25ZDNF001-1)the Gansu Provincial Major Science and Technology Special Program(Grant No.24ZD13NA019)the Gansu Provincial Industry-Academia-Research Integration and Technological Breakthrough Empowerment Program Project(Grant No.25FNNF001-2)the 2023 Gansu Provincial Agricultural Machinery R&D,Manufacturing,Promotion,and Application Integrated Pilot Project(3-3).
摘要To address the errors associated with the application of existing Discrete Element Method simulation parameters in roller-type precision seeders,this study focused on calibrating the key contact parameters of the‘Xinhe No.1’coated confectionary sunflower seeds,so as to provide a reliable simulation foundation for the optimization of the seeders.Through dynamic stacking angle experiments and comparative trials involving confectionary sunflowers(including Xinhe No.1)and oil sunflowers with significantly different physical properties,the optimal working conditions for the rotating drum were determined as a rotation speed of 10 r/min,304 Stainless Steel as the inner wall material,and a filling ratio of 30%.The study also clarified the variation patterns of the dynamic stacking angle.Physical experiments were conducted to measure the static friction coefficients,restitution coefficients,and inter-seed restitution coefficients between Xinhe No.1 seeds and three materials:304 Stainless Steel,Q235 Steel,and ABS Plastic.The physical dynamic stacking angle was obtained via a rotating drum experiment.A single-factor experiment was used to determine the range of simulation parameters,and a second-order orthogonal experiment was conducted using Design-Expert software to optimize contact parameters with the physical dynamic stacking angle as the target.The parameters were subsequently validated using the Discrete Element Method(DEM)simulation software EDEM 2022.3,hereinafter abbreviated as EDEM simulations.Finally,rolling friction coefficients between seeds and Q235 Steel and ABS Plastic were obtained through both simulation and physical experiments using alternative contact materials.The results showed that the static friction coefficients between Xinhe No.1 and 304 Stainless Steel,Q235 Steel,and ABS Plastic were 0.32,0.36,and 0.25,respectively;the restitution coefficients were 0.42,0.39,and 0.32;and the rolling friction coefficients were 0.012,0.011,and 0.010.The measured values of the inter-seed static friction coefficient,restitution coefficient,and rolling friction coefficient were 0.31,0.43,and 0.010,respectively.The relative error between simulated and physical stacking angles was<1.5%.Calibrated DEM parameters for Xinhe No.1 coated sunflower seeds provide a theoretical basis for optimizing the design of sunflower precision seeders.
摘要目的评估50岁以上患者采用锁定钢板固定联合肱二头肌长头腱(long head of the biceps tendon,LHBT)固定术治疗Neer3/4部分肱骨近端骨折的临床效果,重点关注肩关节功能及肱二头肌腱相关症状改善。方法回顾性分析2022年1月至2024年3月接受锁定钢板内固定手术的50岁以上Neer 3/4部分肱骨近端骨折患者,排除开放性骨折、合并神经损伤、多发骨折的病例,以及术后出现骨坏死、骨折吸收、肱骨头塌陷、内固定失效等并发症的病例。最终75例患者被纳入分析,其中LHBT固定术组31例(Neer 3部分21例、4部分10例),对照组44例(Neer 3部分31例、4部分13例)。术后采用Constant-Murley评分评估肩关节功能,Speed试验检测肱二头肌腱病变。结果固定术组的Constant-Murley评分显著优于对照组[(84.9±4.9)分vs(81.8±6.3)分,P=0.024],主要体现在固定术组的疼痛评分[(12.2±1.9)分vs(11.1±1.8)分,P=0.015]子项中表现更优,而日常生活能力、活动度和肌力改善不显著(P>0.05)。肱二头肌腱症状方面,固定术组Speed试验阳性率显著低于对照组(5/31 vs 20/44,P=0.008)。结论对于50岁以上Neer 3/4部分肱骨近端骨折患者,术中同期实施LHBT固定术,能缓解肩关节疼痛、减轻LHBT病变相关症状,并在一定程度上间接促进肩关节功能恢复。