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Ponzi Scheme Detection for Smart Contracts Based on Oversampling
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作者 Yafei Liu Yuling Chen +2 位作者 Xuewei Wang Yuxiang Yang Chaoyue Tan 《Computers, Materials & Continua》 2026年第1期1065-1085,共21页
As blockchain technology rapidly evolves,smart contracts have seen widespread adoption in financial transactions and beyond.However,the growing prevalence of malicious Ponzi scheme contracts presents serious security ... As blockchain technology rapidly evolves,smart contracts have seen widespread adoption in financial transactions and beyond.However,the growing prevalence of malicious Ponzi scheme contracts presents serious security threats to blockchain ecosystems.Although numerous detection techniques have been proposed,existing methods suffer from significant limitations,such as class imbalance and insufficient modeling of transaction-related semantic features.To address these challenges,this paper proposes an oversampling-based detection framework for Ponzi smart contracts.We enhance the Adaptive Synthetic Sampling(ADASYN)algorithm by incorporating sample proximity to decision boundaries and ensuring realistic sample distributions.This enhancement facilitates the generation of high-quality minority class samples and effectively mitigates class imbalance.In addition,we design a Contract Transaction Graph(CTG)construction algorithm to preserve key transactional semantics through feature extraction from contract code.A graph neural network(GNN)is then applied for classification.This study employs a publicly available dataset from the XBlock platform,consisting of 318 verified Ponzi contracts and 6498 benign contracts.Sourced from real Ethereum deployments,the dataset reflects diverse application scenarios and captures the varied characteristics of Ponzi schemes.Experimental results demonstrate that our approach achieves an accuracy of 96%,a recall of 92%,and an F1-score of 94%in detecting Ponzi contracts,outperforming state-of-the-art methods. 展开更多
关键词 Blockchain smart contracts Ponzi schemes class imbalance graph structure construction
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A Finite Volume Trigonometric WENO Scheme for Nonlinear Degenerate Parabolic Equation
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作者 Gulikayier Haerman Kaiyishaer Reheman +1 位作者 Muyesaier Aihemaiti Wei Xunan 《新疆大学学报(自然科学版中英文)》 2026年第1期16-26,共11页
In this paper,we present a finite volume trigonometric weighted essentially non-oscillatory(TWENO)scheme to solve nonlinear degenerate parabolic equations that may exhibit non-smooth solutions.The present method is de... In this paper,we present a finite volume trigonometric weighted essentially non-oscillatory(TWENO)scheme to solve nonlinear degenerate parabolic equations that may exhibit non-smooth solutions.The present method is developed using the trigonometric scheme,which is based on zero,first,and second moments,and the direct discontinuous Galerkin(DDG)flux is used to discretize the diffusion term.Moreover,the DDG method directly applies the weak form of the parabolic equation to each computational cell,which can better capture the characteristics of the solution,especially the discontinuous solution.Meanwhile,the third-order TVD-Runge-Kutta method is applied for temporal discretization.Finally,the effectiveness and stability of the method constructed in this paper are evaluated through numerical tests. 展开更多
关键词 trigonometric WENO scheme finite volume method nonlinear degenerate parabolic equation TVD-Runge-Kutta method
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Haemovigilance and experience of the serlous hazards of transfusion(SHOT)scheme in the United Kingdom(UK)
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作者 EMLove HJomes +8 位作者 Williamson H Cohen A Todd K Soldan J Revill D R Norfolk J Barbara C L J Atterbury DAsher 《中国输血杂志》 CAS CSCD 2001年第S1期206-210,共5页
关键词 Haemovigilance and experience of the serlous hazards of transfusion shot)scheme in the United Kingdom
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VulFewShot:利用对比学习改进少样本漏洞分类
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作者 吴月明 张笑睿 +3 位作者 李志 刘恺麟 邹德清 金海 《软件学报》 北大核心 2025年第12期5495-5511,共17页
为了对漏洞进行细粒度检测,理想的模型必须确定软件是否包含漏洞,并确定漏洞的类型(即进行漏洞分类).一系列深度学习模型在漏洞分类任务中取得了良好的整体性能.然而,观察到不同漏洞类型之间存在严重的数据不平衡.许多漏洞类型只有少量... 为了对漏洞进行细粒度检测,理想的模型必须确定软件是否包含漏洞,并确定漏洞的类型(即进行漏洞分类).一系列深度学习模型在漏洞分类任务中取得了良好的整体性能.然而,观察到不同漏洞类型之间存在严重的数据不平衡.许多漏洞类型只有少量的漏洞样本(称为少样本类型),这导致了对少样本类型的分类性能和泛化能力较差.为了提高少样本漏洞类型的分类性能,实现VulFewShot.这种基于对比学习的漏洞分类框架通过使相同类型的漏洞样本“接近”,同时使不同类型的漏洞样本彼此“远离”,从而为仅有少数漏洞样本类型赋予了更多的权重.实验结果表明,VulFewShot可以提高对所有类型漏洞的分类性能.类型包含的漏洞样本数量越少,改进就越显著.因此,VulFewShot可以提高样本不足的漏洞的分类性能,并减少样本量对学习过程的影响. 展开更多
关键词 漏洞分类 少样本 对比学习
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Construction and application of composite insulation scheme in the perioperative period of patients undergoing laparoscopic colorectal cancer surgery 被引量:1
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作者 Ling-Jun Du Yan-Guang Su +2 位作者 Zhu-Hua Shen Yan-Li Zhang Yong-Yi Ma 《World Journal of Gastrointestinal Surgery》 2025年第5期266-274,共9页
BACKGROUND Elderly patients undergoing laparoscopic colorectal cancer surgery are at high risk for hypothermia-related complications.This study explores the efficacy of periop-erative composite insulation intervention... BACKGROUND Elderly patients undergoing laparoscopic colorectal cancer surgery are at high risk for hypothermia-related complications.This study explores the efficacy of periop-erative composite insulation interventions in maintaining normothermia and reducing postoperative risks in this vulnerable group.AIM To evaluate the efficacy of perioperative composite insulation in older patients undergoing colorectal cancer surgery.METHODS We selected 100 older patients who underwent laparoscopic surgery for colorectal cancer at Huzhou Central Hospital from September 2023 to April 2024.Using a random number table,patients were divided into a control group and inter-vention group of 50 patients each.After returning to the regular ward,the con-ventional group received traditional insulation intervention measures,while the intervention group received composite insulation nursing intervention.We ob-served and recorded postoperative blood pressure and heart rate changes,as well as postoperative anesthesia recovery time and incidence of complications.RESULTS The statistical results showed significant differences(P<0.05)in heart rate changes and systolic blood pressure between the two groups.There was a sig-nificant change in heart rate between the groups immediately after surgery and at 15 and 30 minutes after surgery(P<0.05).The heart rate and systolic blood pressure of the intervention group were significantly lower than those of the control group at 15 and 30 minutes after surgery(P<0.05).The rewarming time of the intervention group was shorter than that of the control group,and the overall incidence of postoperative complications was significantly lower than that of the control group(P<0.05).CONCLUSION For elderly patients undergoing laparoscopic colorectal cancer surgery,a composite insulation intervention during the perioperative period can maintain body temperature,reduce postoperative stress,and significantly reduce the incidence of hypothermia and related complications. 展开更多
关键词 Laparoscopic surgery Composite insulation scheme Colorectal cancer Elderly patients Perioperative care Hypothermia prevention
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Mobile blue-light communication over a signal optical path using a time-division multiplexing scheme 被引量:1
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作者 Pengzhan Liu Linning Wang +6 位作者 Jiayao Zhou Xinijie Mo Yingze Liang Jiahao Gou Ziqian Qi Ziping Cao Yongjin Wang 《Journal of Semiconductors》 2025年第3期82-88,共7页
Multiple quantum well(MQW) Ⅲ-nitride diodes that can simultaneously emit and detect light feature an overlapping region between their electroluminescence and responsivity spectra, which allows them to be simultaneous... Multiple quantum well(MQW) Ⅲ-nitride diodes that can simultaneously emit and detect light feature an overlapping region between their electroluminescence and responsivity spectra, which allows them to be simultaneously used as both a transmitter and a receiver in a wireless light communication system. Here, we demonstrate a mobile light communication system using a time-division multiplexing(TDM) scheme to achieve bidirectional data transmission via the same optical channel.Two identical blue MQW diodes are defined by software as a transmitter or a receiver. To address the light alignment issue, an image identification module integrated with a gimbal stabilizer is used to automatically detect the locations of moving targets;thus, underwater audio communication is realized via a mobile blue-light TDM communication mode. This approach not only uses a single link but also integrates mobile nodes in a practical network. 展开更多
关键词 multiple quantum well diodes electroluminescence and responsivity spectra overlap mobile light communication system time-division multiplexing scheme
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ADER-WAF Schemes for the Homogeneous One-Dimensional Shallow Water Equations
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作者 Pavlos Stampolidis Maria Ch. Gousidou-Koutita 《Applied Mathematics》 2025年第1期61-112,共52页
ADER-WAF methods were first introduced by researchers E.F. Toro and V.A. Titarev. The linear stability criterion for the model equation for the ADER-WAF schemes is CCFL≤1, where CCFLdenotes the Courant-Friedrichs-Lew... ADER-WAF methods were first introduced by researchers E.F. Toro and V.A. Titarev. The linear stability criterion for the model equation for the ADER-WAF schemes is CCFL≤1, where CCFLdenotes the Courant-Friedrichs-Lewy (CFL) coefficient. Toro and Titarev employed CCFL=0.95for their experiments. Nonetheless, we noted that the experiments conducted in this study with CCFL=0.95produced solutions exhibiting spurious oscillations, particularly in the high-order ADER-WAF schemes. The homogeneous one-dimensional (1D) non-linear Shallow Water Equations (SWEs) are the subject of these experiments, specifically the solution of the Riemann Problem (RP) associated with the SWEs. The investigation was conducted on four test problems to evaluate the ADER-WAF schemes of second, third, fourth, and fifth order of accuracy. Each test problem constitutes a RP characterized by different wave patterns in its solution. This research has two primary objectives. We begin by illustrating the procedure for implementing the ADER-WAF schemes for the SWEs, providing the required relations. Afterward, following comprehensive testing, we present the range for the CFL coefficient for each test that yields solutions with diminished or eliminated spurious oscillations. 展开更多
关键词 1D Shallow Water Equations ADER-WAF schemes Finite Volume schemes Riemann Problem
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A conservative wavelet upwind scheme for compressible flows
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作者 Bing Yang Xiaojing Liu +1 位作者 Youhe Zhou Jizeng Wang 《Acta Mechanica Sinica》 2025年第7期149-167,共19页
In this paper,we develop a fourth-order conservative wavelet-based shock-capturing scheme.The scheme is constructed by combining a wavelet collocation upwind method with the monotonic tangent of hyperbola for interfac... In this paper,we develop a fourth-order conservative wavelet-based shock-capturing scheme.The scheme is constructed by combining a wavelet collocation upwind method with the monotonic tangent of hyperbola for interface capturing(THINC)technique.We employ boundary variation diminishing(BVD)reconstruction to enhance the scheme’s effectiveness in handling shocks.First,we prove that wavelet collocation upwind schemes based on interpolating wavelets can be reformulated into a conservative form within the framework of wavelet theory,forming the foundation of the proposed scheme.The new fourthorder accurate scheme possesses significantly better spectral resolution than the fifth-and even seventh-order WENO-Z(weighted essentially non-oscillatory)schemes over the entire wave-number range.Moreover,the inherent low-pass filtering property of the wavelet bases allows them to filter high-frequency numerical oscillations,endowing the wavelet upwind scheme with robustness and accuracy in solving problems under extreme conditions.Notably,due to the wavelet multiresolution approximation,the proposed scheme possesses a distinctive shape-preserving property absent in the WENO-Z schemes and the fifth-order schemes with BVD reconstruction based on polynomials.Furthermore,compared to the fifth-order scheme with BVD reconstruction based on polynomials—which is significantly superior to the WENO schemes—the proposed scheme further enhances the ability to capture discontinuities. 展开更多
关键词 Conservative wavelet upwind scheme Boundary variation diminishing THINC scheme HIGH-RESOLUTION Compressible flows
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Evidence of microstructural evolution linked to non-monotonic distribution of micromechanical properties induced by shot peening
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作者 Guoxin Lu Qiang Wang +2 位作者 Bonnie Attard Huhu Su Shijian Zheng 《Journal of Materials Science & Technology》 2025年第4期238-245,共8页
The residual stress field induced by surface strengthening processes such as mechanical shot peening and other forms of plastic deformation does not generally exhibit a simple“monotonic”distribution trend.Some resea... The residual stress field induced by surface strengthening processes such as mechanical shot peening and other forms of plastic deformation does not generally exhibit a simple“monotonic”distribution trend.Some researchers have analyzed this fact from a mechanical perspective based on Hertz theory.However,the micro/nano-scale microstructural changes corresponding to the distribution of residual stress fields still appear to be lacking.In this study,we focused on a widely used material in aviation manufacturing,namely nickel-based superalloy GH4169,as our experimental material.We subjected GH4169 alloy to me-chanical strengthening treatment using a shot peening intensity of 0.25 mmA,followed by quantitative testing of micromechanical performance indicators such as microhardness and residual stress.To thoroughly investigate the relationship between micromechanical properties and microstructure changes,we utilized transmission electron microscopy(TEM)to observe and analyze shot-peened materials at different depths.Our findings revealed that the most severe microstructural distortion induced by mechanical shot peening in GH4169 alloy was likely to occur within a depth range of 25 to 75μm.This observation aligns with the actual phenomenon that the maximum microhardness and maximum residual compressive stress did not manifest on the outermost surface of the material.By presenting a detailed analysis of deformation defects such as dislocations,stacking faults,and twinning in different depths of mechan-ically strengthened layers,our study contributes to a deeper understanding and practical application of post-processing technologies based on plastic deformation. 展开更多
关键词 Mechanical shot peening Surface strengthening Residual stress MICROSTRUCTURE
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Effect of Ultrasonic Shot Peening on the Corrosion Resistance and Antibacterial Properties of 304 Cu-Bearing Stainless Steel
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作者 Yuntian Lou Shengyu He +5 位作者 Xudong Chen Weiwei Chang Hao Zhang Jingzhi Yang Hongchang Qian Dawei Zhang 《Acta Metallurgica Sinica(English Letters)》 2025年第8期1371-1384,共14页
This study investigated the effects of ultrasonic shot peening(USSP)treatment at various durations on the corrosion resistance and antibacterial properties of 304 Cu-bearing stainless steel(304-Cu SS).The results show... This study investigated the effects of ultrasonic shot peening(USSP)treatment at various durations on the corrosion resistance and antibacterial properties of 304 Cu-bearing stainless steel(304-Cu SS).The results showed that USSP treatment refined the surface microstructure,enhancing hardness,wear resistance,and dislocation density.With longer treatment time,grain size decreased,and martensitic phase formation was promoted,improving mechanical properties.However,extended USSP treatment induced internal stresses,negatively affecting corrosion resistance.Cu addition to 304 stainless steel resulted in large Cu-rich phases,leading to uneven elemental distribution and reduced corrosion resistance.USSP effectively fragmented these phases,promoting a uniform distribution and enhancing the formation of a dense passive film,with the 304-Cu-5 min coupon showing the best corrosion performance.Cu also significantly improved antibacterial properties,demonstrating strong activity against Eescherichia coli and Staphylococcus aureus after 72 h.Overall,USSP treatment optimized both corrosion resistance and antibacterial performance,with the 5 min treatment providing the best balance. 展开更多
关键词 Ultrasonic shot peening Cu-bearing stainless steel Corrosion resistance Antibacterial ability
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Direct Assimilation of Dual-polarization Radar Using the Hydrometeor Background Error Covariance in the CMA-MESO Model and Its Sensitivity to the Microphysics Scheme
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作者 Jiaqi CHEN Yaodeng CHEN +4 位作者 Hong ZHENG Haiqin CHEN Jian SUN Qiying CHEN Haiyang ZHANG 《Advances in Atmospheric Sciences》 2025年第10期2153-2172,共20页
Numerical models play an important role in convective-scale forecasting,and dual-polarization radar observations can provide detailed microphysical data.In this study,we implement a direct assimilation operator for du... Numerical models play an important role in convective-scale forecasting,and dual-polarization radar observations can provide detailed microphysical data.In this study,we implement a direct assimilation operator for dual-polarization radar data using the hydrometeor background error covariance(HBEC)in the China Meteorological Administration MESO-scale weather forecasting system(CMA-MESO,formerly GRAPES-MESO)and conducted assimilation and forecasting experiments with X-band and S-band dual-polarization radar data on two cases.The results indicate that the direct assimilation of dual-polarization radar data enhanced the microphysical fields and the thermodynamic structure of convective systems to some extent based on the HBEC,thereby improving precipitation forecasts.Among the sensitivity tests of microphysical parameterization schemes,including the LIUMA scheme,the THOMPSON scheme,and the WSM6scheme(WRF Single-Moment 6-class),we find that the greatest improvement in the equivalent potential temperature,relative humidity,wind,and accumulated precipitation forecasts occurred in the experiment using the WSM6 scheme,as the distribution of solid precipitation particles was closer to the hydrometeor classification algorithm from the dualpolarization radar observations in our cases. 展开更多
关键词 CMA-MESO data assimilation dual-polarization radar microphysics scheme
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Different Greening Schemes for Numerical Simulation Research on Summer Thermal Environment in Guangzhou Campus
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作者 LI Hai-yan LI Jiang-bo +3 位作者 WU Xiao-xuan PAN Wei-juan CAI Ming-fu SUN Jia-ren 《Journal of Tropical Meteorology》 2025年第4期406-421,共16页
Reasonable greening design can effectively alleviate campus heat environment issues.This study uses the ENVI-met numerical model,along with in-situ observations and simulations,to analyze the thermal environment under... Reasonable greening design can effectively alleviate campus heat environment issues.This study uses the ENVI-met numerical model,along with in-situ observations and simulations,to analyze the thermal environment under three different greening schemes in typical areas of the Guangzhou University campus.The results indicate that the outdoor thermal environment is significantly influenced by the underlying surface materials and vegetation.The temperature of brick-paved surface is 0.9℃higher than that of natural soil surfaces under tree shade.Numerical simulations further confirm that increasing vegetation coverage effectively reduces outdoor air temperature.When the greening rate increases to 40%,the outdoor average temperature decreases by 0.7℃and relative humidity increases by approximately 4%,while wind speed remains minimal change.The cooling effect of vegetation is found to extend vertically to an altitude of 13 m.As the greening rate increases from 15%to 40%,the Mean Radiant Temperature(MRT)decreases from 50.6℃to 28.9℃,which is lower than the average ambient temperature,indicating improved thermal conditions.The Physiological Equivalent Temperature(PET)decreases from 40.2℃to 30.0℃,with the proportion of the areas classified as″very hot″reducing by 36.8%,significantly improving thermal comfort across most areas.Therefore,changing the ground material and greening landscape design can effectively alter the outdoor wind and thermal environment of the campus,thereby enhancing the thermal comfort for the campus community. 展开更多
关键词 MICROCLIMATE thermal environment ENVI-met different greening schemes
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Effect of Parameter Variation in the BMJ Scheme on the Simulation of MJO Propagation and Structure
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作者 Xiaoyu ZHU Zhong ZHONG +3 位作者 Yimin ZHU Yunying LI Yijia HU Yao HA 《Advances in Atmospheric Sciences》 2025年第2期397-409,共13页
In this study,the Betts-Miller-Janjic(BMJ)convective adjustment scheme in the Weather Research and Forecasting(WRF)model version 4.0 was used to investigate the effect of itsα-parameter,which influences the first-gue... In this study,the Betts-Miller-Janjic(BMJ)convective adjustment scheme in the Weather Research and Forecasting(WRF)model version 4.0 was used to investigate the effect of itsα-parameter,which influences the first-guess potential temperature reference profile on the Madden-Julian oscillation(MJO)propagation and structure.This study diagnosed the MJO active phase composites of the MJO-filtered outgoing longwave radiation(OLR)during the December-to-February(DJF)period of 2006-2016 over the Indian Ocean(IO),Maritime Continent(MC),and western Pacific(WP).The results show that the MJO-filtered OLR intensity,propagation pattern,and MJO classification(standing,jumping,and propagating clusters)are sensitive to theα-value,but the phase speeds of propagating MJOs are not.Overall,with an increasingα-value,the simulated MJO-filtered OLR intensity increases,and the simulated propagation pattern is improved.Results also show that the intensity and propagation pattern of an eastward-propagating MJO are associated with MJO circulation structures and thermodynamic structures.Asαincreases,the front Walker cell and the low-level easterly anomaly are enhanced,which premoistens the lower troposphere and triggers more active shallow and congestus clouds.The enhanced shallow and congestus convection preconditions the lower to middle troposphere,accelerating the transition from congestus to deep convection,thereby facilitating eastward propagation of the MJO.Therefore,the simulated MJO tends to transfer from standing to eastward propagating asαincreases.In summary,increasing theα-value is a possible way to improve the simulation of the structure and propagation of the MJO. 展开更多
关键词 MJO WRF model BMJ scheme low-level easterly anomaly
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Microstructure Evolution and Residual Stress Redistribution in Selective Laser Melted TA15 Titanium Alloy Under Severe Shot Peening Treatment
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作者 Ang Yin Wenbo Li +2 位作者 Chengxi Wang Vincent Ji Chuanhai Jiang 《Acta Metallurgica Sinica(English Letters)》 2025年第11期1953-1964,共12页
A gradient nanostructured layer was fabricated on the surface of TA15(Ti-6Al-2Zr-1Mo-1V)alloy(produced by selective laser melting)using severe shot peening(SSP).This study focuses on the evolution of the microstructur... A gradient nanostructured layer was fabricated on the surface of TA15(Ti-6Al-2Zr-1Mo-1V)alloy(produced by selective laser melting)using severe shot peening(SSP).This study focuses on the evolution of the microstructure and the mechanism of grain refinement in TA15 titanium alloy during SSP treatment.Transmission electron microscopyand Rietveld refinement methods were employed.The residual stress and microhardness variations with depth were also characterized.The results show:(1)At the initial stage of deformation,plastic deformation is primarily accommodated through twinning and dislocation slip.(2)As the strain increases,twinning disappears,and dislocations interact to form tangles.Some dislocations annihilate and rearrange into subgrain boundaries,subdividing the original grains into subgrains.(3)With continued dislocation activity,the subgrain size decreases until nanocrystals are formed through the dynamic rotational recrystallization.SSP introduced compressive residual stress(CRS)in the near-surface layer of the material,with the maximum CRS of approximately−1141 MPa observed in the subsurface layer.It also induced work hardening,increasing the surface hardness to approximately 479 HV.However,the surface roughness increases,leading to a slight deterioration in surface quality. 展开更多
关键词 Severe shot peening Selective laser melting TA15 Residual stress Gradient nanostructured layer Microstructure
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Accurate reconstruction method of virtual shot records in passive source time-lapse monitoring based on SBA network
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作者 Ying-He Wu Shu-Lin Pan +5 位作者 Kai Chen Yao-Jie Chen Da-Wei Liu Zi-Yu Qin Sheng-Bo Yi Ze-Yang Liu 《Petroleum Science》 2025年第9期3548-3564,共17页
Passive source imaging can reconstruct body wave reflections similar to those of active sources through seismic interferometry(SI).It has become a low-cost,environmentally friendly alternative to active source seismic... Passive source imaging can reconstruct body wave reflections similar to those of active sources through seismic interferometry(SI).It has become a low-cost,environmentally friendly alternative to active source seismic,showing great potential.However,this method faces many challenges in practical applications,including uneven distribution of underground sources and complex survey environments.These situations seriously affect the reconstruction quality of virtual shot records,resulting in unguaranteed imaging results and greatly limiting passive source seismic exploration applications.In addition,the quality of the reconstructed records is directly related to the time length of the noise records,but in practice it is often difficult to obtain long-term,high-quality noise segments containing body wave events.To solve the above problems,we propose a deep learning method for reconstructing passive source virtual shot records and apply it to passive source time-lapse monitoring.This method combines the UNet network and the BiLSTM(Bidirectional Long Short-Term Memory)network for extracting spatial features and temporal features respectively.It introduces the spatial attention mechanism to establish a hybrid SUNet-BiLSTM-Attention(SBA)network for supervised training.Through pre-training and fine-tuning training,the network can accurately reconstruct passive source virtual shot records directly from short-time noisy segments containing body wave events.The experimental results of theoretical data show that the virtual shot records reconstructed by the network have high resolution and signal to noise ratio(SNR),providing high-quality data for subsequent monitoring and imaging.Finally,to further validate the effectiveness of proposed method,we applied it to field data collected from gas storage in northwest China.The reconstruction results of field data effectively improve the quality of virtual records and obtain more reliable time-lapse imaging monitoring results,which have significant practical value. 展开更多
关键词 Passive source virtual shot reconstruction Passive source time-lapse monitoring SUNet-BiLSTM-attention network
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Erratum to“Localized surface plasmon resonance effect in S-scheme photocatalyst”[JournalofMaterialsScience&Technology,Volume 226,10 August 2025,Pages 317-319]
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作者 Shan Wang Kezhen Qi 《Journal of Materials Science & Technology》 2025年第35期322-322,共1页
The publisher regrets that the document header on top left of the first page should be“Research Highlights”instead of“Prospective”.The publisher would like to apologise for any inconvenience caused.
关键词 localized surface plasmon resonance S scheme PHOTOCATALYST
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Asynchronous deployment scheme and multibody modeling of a ring-truss mesh reflector antenna
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作者 Baiyan He Kangkang Li +3 位作者 Lijun Jia Rui Nie Yesen Fan Guobiao Wang 《Acta Mechanica Sinica》 2025年第5期190-206,共17页
Mesh reflector antennas are the mainstream of large space-borne antennas,and the stretching of the truss achieves their deployment.Currently,the truss is commonly designed to be a single degree of freedom(DOF)deployab... Mesh reflector antennas are the mainstream of large space-borne antennas,and the stretching of the truss achieves their deployment.Currently,the truss is commonly designed to be a single degree of freedom(DOF)deployable mechanism with synchronization constraints.However,each deployable unit’s drive distribution and resistance load are uneven,and the forced synchronization constraints lead to the flexible deformation of rods and difficulties in the deployment scheme design.This paper introduces an asynchronous deployment scheme with a multi-DOF closed-chain deployable truss.The DOF of the truss is calculated,and the kinematic and dynamic models are established,considering the truss’s and cable net’s real-time coupling.An integrated solving algorithm for implicit differential-algebraic equations is proposed to solve the dynamic models.A prototype of a six-unit antenna was fabricated,and the experiment was carried out.The dynamic performances in synchronous and asynchronous deployment schemes are analyzed,and the results show that the cable resistance and truss kinetic energy impact under the asynchronous deployment scheme are minor,and the antenna is more straightforward to deploy.The work provides a new asynchronous deployment scheme and a universal antenna modeling method for dynamic design and performance improvement. 展开更多
关键词 Mesh antenna Deployment dynamic Driving scheme Performance evaluation Numerical analysis
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Research on Evaluation Scheme for Quantitative Sense from the Perspective of Core Competencies:Taking the Measurement Unit of the Sixth Unit in the First Volume of the Second Grade of the Beijing Normal University Edition as an Example
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作者 Jia Gu Yunxia He 《Journal of Contemporary Educational Research》 2025年第7期169-175,共7页
The implementation of core competencies clarifies social talent needs and guides math classroom evaluation.Lower-grade primary students,highly malleable,need targeted teacher guidance.Teaching evaluation should meet t... The implementation of core competencies clarifies social talent needs and guides math classroom evaluation.Lower-grade primary students,highly malleable,need targeted teacher guidance.Teaching evaluation should meet the talent demands of the times,focusing on core literacy and essential character development.From this perspective,primary math teachers should optimize evaluation,build a diversified system,help students grow in math,find their learning position,and advance confidently. 展开更多
关键词 Core competencies Lower primary school Quantitative sense Evaluation scheme
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Evolution of multi-cluster fracturing in high-density layered shale considering the effect of injection scheme
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作者 Xiao Yan Haitao Yu Peng Zhang 《Petroleum Science》 2025年第5期2109-2122,共14页
Shale oil reservoir is generally characterized by well-developed bedding planes,and multi-cluster fracturing is the most effective technique to achieve stable shale oil production.In this paper,a multi-cluster fractur... Shale oil reservoir is generally characterized by well-developed bedding planes,and multi-cluster fracturing is the most effective technique to achieve stable shale oil production.In this paper,a multi-cluster fracturing model for a horizontal well in shale with high-density bedding planes is established.The fracture morphology,fracture geometry,fracturing area and multiple fracture propagation mechanism are analyzed under simultaneous fracturing,sequential fracturing,and alternative fracturing.Results show that in the case of small cluster spacing and three clusters,the growth of the middle fracture is inhibited and develops along the bedding planes under both simultaneous fracturing and alternative fracturing.For sequential fracturing,the increase in the interval time between each fracturing advances the post fracturing fracture deflecting to the pre-existing fractures through the bedding planes.The reactivation of the bedding planes can promote the extension of the fracturing area.Increasing the injection rate and the number of clusters promotes the activation of bedding planes.However,it is preferable to reduce the number of clusters to obtain more main fractures.Compared with modified alternating fracturing and cyclic alternating fracturing,alternating shut-in fracturing creates more main fractures towards the direction of the maximum in-situ stress.The fracturing efficiency for high-density layered shale is ranked as simultaneous fracturing>alternative fracturing>sequential fracturing. 展开更多
关键词 Multi-cluster fracturing Bedding planes Fracture morphology Injection scheme Numerical simulation
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A comprehensive protection scheme for regenerative braking energy utilization system in electrified railways
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作者 Haitao Hu Kai Yang +3 位作者 Junyu Chen Yinbo Ge Ke Wang Zhengyou He 《Railway Engineering Science》 2025年第3期441-457,共17页
The regenerative braking energy utilization system(RBEUS)stands as a promising technique for improving the efficiency and power quality of electrified railways.Beyond the vital aspects of energy management and control... The regenerative braking energy utilization system(RBEUS)stands as a promising technique for improving the efficiency and power quality of electrified railways.Beyond the vital aspects of energy management and control strategies,ensuring fault protection is paramount for the secure and steady operation of the traction power supply system(TPSS)integrated with RBEUS.This paper introduces an innovative protection scheme tailored to diverse RBEUS application scenarios.Firstly,fault categories are streamlined into three levels:system,equipment,and warning.Subsequently,a novel multi-port active power differential protection method,aligned with RBEUS operational principles,is crafted to serve as a comprehensive and sensitive main protection.Building upon this foundation,a hierarchical protection structure for RBEUS is established,addressing the intricacies and variations in fault types while boosting anti-disturbance capabilities under faulty conditions.Embracing the principle of railway-oriented safety,a collaborative RBEUS-TPSS protection scheme is put forth.Finally,through simulated scenarios encompassing various fault conditions,the proposed scheme’s feasibility and effectiveness are convincingly validated. 展开更多
关键词 Regenerative braking energy utilization system Electrified railway Protection scheme
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