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Neutron‑gamma density measurement method using the mass attenuation coefficient function
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作者 Jun‑Yan Chen Qiong Zhang 《Nuclear Science and Techniques》 2026年第1期180-192,共13页
Although traditional gamma-gamma density(GGD)logging technology is widely utilized,its potential environmental risks have prompted the development of more environmentally friendly neutron-gamma density(NGD)logging tec... Although traditional gamma-gamma density(GGD)logging technology is widely utilized,its potential environmental risks have prompted the development of more environmentally friendly neutron-gamma density(NGD)logging technology.However,NGD measurements are influenced by both neutron and gamma radiations.In the logging environment,variations in the formation composition indicate different elemental compositions,which affect the neutron-gamma reaction cross-sections and gamma generation.Compared to traditional gamma sources such as Cs-137,these changes significantly affect the generation and transport of neutron-induced inelastic gamma rays and hinder accurate measurements.To address this,a novel method is proposed that incorporates the mass attenuation coefficient function to account for the effects of various lithologies and pore contents on gamma-ray attenuation,thereby achieving more accurate density measurements by clarifying the transport processes of inelastic gamma rays with varying energies and spatial distributions in varied logging environments.The proposed method avoids the complex correction of neutron transport and is verified through Monte Carlo simulations for its applicability across various lithologies and pore contents,demonstrating absolute density errors that are less than 0.02 g/cm^(3)in clean formations and indicating good accuracy.This study clarifies the NGD mechanism and provides theoretical guidance for the application of NGD logging methods.Further studies will be conducted on extreme environmental conditions and tool calibration. 展开更多
关键词 Neutron-gamma density Mass attenuation coefficient Monte Carlo simulation
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Statistical analysis of fracture properties based on particle swarm optimization and Pearson correlation coefficient method 被引量:4
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作者 ZHOU Yin FENG Xuan +3 位作者 Enhedelihai LUO Teng YANG Xueting HE Mei 《Global Geology》 2015年第1期41-48,共8页
Prediction of reservoir fracture is the key to explore fracture-type reservoir. When a shear-wave propagates in anisotropic media containing fracture,it splits into two polarized shear waves: fast shear wave and slow ... Prediction of reservoir fracture is the key to explore fracture-type reservoir. When a shear-wave propagates in anisotropic media containing fracture,it splits into two polarized shear waves: fast shear wave and slow shear wave. The polarization and time delay of the fast and slow shear wave can be used to predict the azimuth and density of fracture. The current identification method of fracture azimuth and fracture density is cross-correlation method. It is assumed that fast and slow shear waves were symmetrical wavelets after completely separating,and use the most similar characteristics of wavelets to identify fracture azimuth and density,but in the experiment the identification is poor in accuracy. Pearson correlation coefficient method is one of the methods for separating the fast wave and slow wave. This method is faster in calculating speed and better in noise immunity and resolution compared with the traditional cross-correlation method. Pearson correlation coefficient method is a non-linear problem,particle swarm optimization( PSO) is a good nonlinear global optimization method which converges fast and is easy to implement. In this study,PSO is combined with the Pearson correlation coefficient method to achieve identifying fracture property and improve the computational efficiency. 展开更多
关键词 fracture property shear-wave splitting statistic analysis pearson correlation coefficient particleswarm optimization
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基于数学形态学和Pearson相关系数的风电变流器开路故障识别方法 被引量:3
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作者 卢奥煊 季天瑶 +2 位作者 李梦诗 莫春 郑欣 《电工技术学报》 北大核心 2025年第11期3446-3459,共14页
由于风电机组工作环境恶劣,电力电子设备脆弱,变流器故障成为风电机组的常见故障之一。而变流器在风力发电系统中起到优化运行的作用,因此针对变流器开路故障的检测与识别至关重要。现有的检测方法存在鲁棒性不强及计算复杂的问题,为此... 由于风电机组工作环境恶劣,电力电子设备脆弱,变流器故障成为风电机组的常见故障之一。而变流器在风力发电系统中起到优化运行的作用,因此针对变流器开路故障的检测与识别至关重要。现有的检测方法存在鲁棒性不强及计算复杂的问题,为此该文提出一种同时基于直流母线电压和转子电流的故障识别方法。该方法基于数学形态学提取直流母线电压故障特征实现故障检测;基于Pearson相关系数提取转子侧三相电流波形特征定位故障相;基于电流平均值定位故障桥臂。该方法计算过程简单,可以准确识别变流器功率管的单管和双管故障,理论推导证明了所提方法的有效性和可靠性。仿真算例考虑了风速波动、负载波动和噪声环境的影响,结果表明所提方法具有较高的准确率及较强的鲁棒性。 展开更多
关键词 变流器 开路故障 故障识别 数学形态学 pearson相关系数
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Pearson's Correlation Coefficient: A More Realistic Threshold for Applications on Autonomous Robotics 被引量:3
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作者 Arthur de Miranda Neto 《Computer Technology and Application》 2014年第2期69-72,共4页
Many applications for control of autonomous platform are being developed and one important aspect is the excess of information, frequently redundant, that imposes a great computational cost in data processing. Taking ... Many applications for control of autonomous platform are being developed and one important aspect is the excess of information, frequently redundant, that imposes a great computational cost in data processing. Taking into account the temporal coherence between consecutive frames, the PCC (Pearson's Correlation Coefficient) was proposed and applied as: discarding criteria methodology, dynamic power management solution, environment observer method which selects automatically only the regions-of-interest; and taking place in the obstacle avoidance context, as a method for collision risk estimation for vehicles in dynamic and unknown environments. Even if the PCC is a great tool to help the autonomous or semi-autonomous navigation, distortions in the imaging system, pixel noise, slight variations in the object's position relative to the camera, and other factors produce a false PCC threshold. Whereas there are homogeneous regions in the image, in order to obtain a more realistic Pearson's correlation, we propose to use some prior known environment information. 展开更多
关键词 PERCEPTION real time mobile robots pearson's correlation.
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Improvement of Similarity Measure: Pearson Product-Moment Correlation Coefficient 被引量:5
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作者 LIUYong-suo MENGQing-hua CHENRong WANGJian-song JIANGShu-min HUYu-zhu 《Journal of Chinese Pharmaceutical Sciences》 CAS 2004年第3期180-186,共7页
Aim To study the reason of the insensitiveness of Pearson product-momentcorrelation coefficient as a similarity measure and the method to improve its sensitivity. MethodsExperimental and simulated data sets were used.... Aim To study the reason of the insensitiveness of Pearson product-momentcorrelation coefficient as a similarity measure and the method to improve its sensitivity. MethodsExperimental and simulated data sets were used. Results The distribution range of the data setsinfluences the sensitivity of Pearson product-moment correlation coefficient. Weighted Pearsonproduct-moment correlation coefficient is more sensitive when the range of the data set is large.Conclusion Weighted Pearson product-moment correlation coefficient is necessary when the range ofthe data set is large. 展开更多
关键词 chromatographic fingerprints SIMILARITY quality control weighted pearsonproduct-moment correlation coefficient
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Assessment of Dependent Performance Shaping Factors in SPAR-H Based on Pearson Correlation Coefficient 被引量:2
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作者 Xiaoyan Su Shuwen Shang +2 位作者 Zhihui Xu Hong Qian Xiaolei Pan 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第2期1813-1826,共14页
With the improvement of equipment reliability,human factors have become the most uncertain part in the system.The standardized Plant Analysis of Risk-Human Reliability Analysis(SPAR-H)method is a reliable method in th... With the improvement of equipment reliability,human factors have become the most uncertain part in the system.The standardized Plant Analysis of Risk-Human Reliability Analysis(SPAR-H)method is a reliable method in the field of human reliability analysis(HRA)to evaluate human reliability and assess risk in large complex systems.However,the classical SPAR-H method does not consider the dependencies among performance shaping factors(PSFs),whichmay cause overestimation or underestimation of the risk of the actual situation.To address this issue,this paper proposes a new method to deal with the dependencies among PSFs in SPAR-H based on the Pearson correlation coefficient.First,the dependence between every two PSFs is measured by the Pearson correlation coefficient.Second,the weights of the PSFs are obtained by considering the total dependence degree.Finally,PSFs’multipliers are modified based on the weights of corresponding PSFs,and then used in the calculating of human error probability(HEP).A case study is used to illustrate the procedure and effectiveness of the proposed method. 展开更多
关键词 Reliability evaluation human reliability analysis SPAR-H performance shaping factors DEPENDENCE pearson correlation analysis
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基于Pearson相关性与RBF神经网络的电池容量预测
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作者 别传玉 刘虹灵 +2 位作者 王雪晴 张宇平 高标 《稀有金属》 北大核心 2025年第7期1119-1126,共8页
针对目前退役锂离子电池容量测试方法耗时长、能耗高等问题,本文提出了一种基于径向基函数(RBF)神经网络的退役电池容量预测方法。首先通过电池充放电测试获取电池剩余容量,然后由脉冲测试和短时间恒流充电测试提取与电池剩余容量相关... 针对目前退役锂离子电池容量测试方法耗时长、能耗高等问题,本文提出了一种基于径向基函数(RBF)神经网络的退役电池容量预测方法。首先通过电池充放电测试获取电池剩余容量,然后由脉冲测试和短时间恒流充电测试提取与电池剩余容量相关联的特征量,利用皮尔逊(Pearson)相关系数法筛选处理所得特征参数,获得强相关特征参数,最后引入RBF神经网络建立多特征参数与电池容量的映射关系,建立退役电池容量预测模型,并在不同型号电池上应用该模型进行了验证实验,其预测的容量最大误差为0.6443 Ah。该模型能够有效预测退役锂电池的剩余容量且预测效率高、通用性强,在工程上具有较大的实用价值。 展开更多
关键词 退役电池 皮尔逊(pearson)相关系数法 径向基函数(RBF)神经网络 容量预测
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基于Pearson相关系数低阶煤自燃分级预警体系研究
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作者 康乐 陈建 +1 位作者 王福生 高东 《华北理工大学学报(自然科学版)》 2025年第4期51-58,共8页
低变质程度煤样极易与氧气发生煤氧复合反应,导致热量积聚直至发生自燃。为防止单一指标性气体在煤自燃预报中由于缺乏综合判断能力导致出现误报的问题,特建立了铁岭某矿煤样(TL)、吉林某矿煤样(JL)和金川某矿煤样(JC)的低阶煤自燃分级... 低变质程度煤样极易与氧气发生煤氧复合反应,导致热量积聚直至发生自燃。为防止单一指标性气体在煤自燃预报中由于缺乏综合判断能力导致出现误报的问题,特建立了铁岭某矿煤样(TL)、吉林某矿煤样(JL)和金川某矿煤样(JC)的低阶煤自燃分级预警体系。本文通过热重实验确定了3组煤样的临界温度均为50℃,TL和JL的干裂温度为100℃,JC的干裂温度为110℃,根据临界温度和干裂温度建立煤自燃分级预警的Ⅰ、Ⅱ、Ⅲ阶段。利用程序升温-气相色谱联用实验获得各指标气体浓度与煤温的对应关系,并计算得出格雷哈姆火灾系数(R_(1)、R_(2)和R_(3)),借助Pearson相关系数法对所得各指标与Ⅱ、Ⅲ阶段煤温的相关性进行判断,最终建立低阶煤自燃分级预警体系。 展开更多
关键词 低温氧化 气体优选 格雷哈姆火灾系数 pearson相关系数
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Absorption-Reflection-Transmission Power Coefficient Guiding Gradient Distribution of Magnetic MXene in Layered Composites for Electromagnetic Wave Absorption 被引量:3
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作者 Yang Zhou Wen Zhang +7 位作者 Dong Pan Zhaoyang Li Bing Zhou Ming Huang Liwei Mi Chuntai Liu Yuezhan Feng Changyu Shen 《Nano-Micro Letters》 2025年第6期466-481,共16页
The morphological distribution of absorbent in composites is equally important with absorbents for the overall electromagnetic properties,but it is often ignored.Herein,a comprehensive consideration including electrom... The morphological distribution of absorbent in composites is equally important with absorbents for the overall electromagnetic properties,but it is often ignored.Herein,a comprehensive consideration including electromagnetic component regulation,layered arrangement structure,and gradient concentration distribution was used to optimize impedance matching and enhance electromagnetic loss.On the microscale,the incorporation of magnetic Ni nanoparticles into MXene nanosheets(Ni@MXene)endows suitable intrinsic permittivity and permeability.On the macroscale,the layered arrangement of Ni@MXene increases the effective interaction area with electromagnetic waves,inducing multiple reflection/scattering effects.On this basis,according to the analysis of absorption,reflection,and transmission(A-R-T)power coefficients of layered composites,the gradient concentration distribution was constructed to realize the impedance matching at low-concentration surface layer,electromagnetic loss at middle concentration interlayer and microwave reflection at high-concentration bottom layer.Consequently,the layered gradient composite(LG5-10-15)achieves complete absorption coverage of X-band at thickness of 2.00-2.20 mm with RL_(min) of-68.67 dB at 9.85 GHz in 2.05 mm,which is 199.0%,12.6%,and 50.6%higher than non-layered,layered and layered descending gradient composites,respectively.Therefore,this work confirms the importance of layered gradient structure in improving absorption performance and broadens the design of high-performance microwave absorption materials. 展开更多
关键词 Magnetic MXene Layered and gradient structure Power coefficient Electromagnetic wave absorption
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基于Pearson与FBRCSP的运动想象脑电分类研究
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作者 王鹏 谭理泽 马云云 《电子技术应用》 2025年第10期11-16,共6页
脑机接口(BCI)为用户提供了一种无需依赖外周神经和肌肉的控制通道,广泛应用于神经肌肉疾病患者的康复治疗。基于运动想象(MI)的BCI利用大脑在运动任务想象过程中的信号,实现无需肢体运动的控制。为提高MI-BCI的分类性能,提出了一种结... 脑机接口(BCI)为用户提供了一种无需依赖外周神经和肌肉的控制通道,广泛应用于神经肌肉疾病患者的康复治疗。基于运动想象(MI)的BCI利用大脑在运动任务想象过程中的信号,实现无需肢体运动的控制。为提高MI-BCI的分类性能,提出了一种结合皮尔逊相关系数通道选择(PCCS)和滤波器组正则化共空间模式(FBRCSP)的方法。首先,通过PCCS对EEG信号进行通道选择,保留关键信号并去除冗余信息;然后,采用FBRCSP优化空间模式提取判别性特征。在BCI Competition Ⅲ Ⅳa和Ⅳ Dataset Ⅰ数据集上进行了验证。实验结果表明,PCCS-FBRCSP方法在分类准确率和稳定性方面优于传统方法,尤其在跨个体实验中展现出更强的鲁棒性。同时,该方法有效降低了计算复杂度,具有较好的应用潜力。 展开更多
关键词 脑机接口 运动想象 皮尔逊相关系数 通道选择 FBRCSP 特征提取
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Study on the variation of the permeability coefficient of soil-rock mixtures in fault zones under different stress states 被引量:1
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作者 Wenhui Tan Shuang Liang +1 位作者 Xuewen Ma Pengfei Wang 《Deep Underground Science and Engineering》 2025年第2期210-221,共12页
As the first gold mine discovered at the sea in China and the only coastal gold mine currently mined there,Sanshandao Gold Mine faces unique challenges.The mine's safety is under continual threat from its faulted ... As the first gold mine discovered at the sea in China and the only coastal gold mine currently mined there,Sanshandao Gold Mine faces unique challenges.The mine's safety is under continual threat from its faulted structure coupled with the overlying water.As the mining proceeds deeper,the risk of water inrush increases.The mine's maximum water yield reaches 15000 m3/day,which is attributable to water channels present in fault zones.Predominantly composed of soil–rock mixtures(SRM),these fault zones'seepage characteristics significantly impact water inrush risk.Consequently,investigating the seepage characteristics of SRM is of paramount importance.However,the existing literature mostly concentrates on a single stress state.Therefore,this study examined the characteristics of the permeability coefficient under three distinct stress states:osmotic,osmotic–uniaxial,and osmotic–triaxial pressure.The SRM samples utilized in this study were extracted from in situ fault zones and then reshaped in the laboratory.In addition,the micromechanical properties of the SRM samples were analyzed using computed tomography scanning.The findings reveal that the permeability coefficient is the highest under osmotic pressure and lowest under osmotic–triaxial pressure.The sensitivity coefficient shows a higher value when the rock block percentage ranges between 30%and 40%,but it falls below 1.0 when this percentage exceeds 50%under no confining pressure.Notably,rock block percentages of 40%and 60%represent the two peak points of the sensitivity coefficient under osmotic–triaxial pressure.However,SRM samples with a 40%rock block percentage consistently show the lowest permeability coefficient under all stress states.This study establishes that a power function can model the relationship between the permeability coefficient and osmotic pressure,while its relationship with axial pressure can be described using an exponential function.These insights are invaluable for developing water inrush prevention and control strategies in mining environments. 展开更多
关键词 permeability coefficient rock block percentage sensitivity analysis soil-rock mixture stress state
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Numerical Methods for Boundary Value Problems in Variable Coefficient Ordinary Differential Equations 被引量:1
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作者 ZHAO Ting-ting CAI Wei-yun 《Chinese Quarterly Journal of Mathematics》 2025年第3期295-303,共9页
In order to solve the problem of the variable coefficient ordinary differen-tial equation on the bounded domain,the Lagrange interpolation method is used to approximate the exact solution of the equation,and the error... In order to solve the problem of the variable coefficient ordinary differen-tial equation on the bounded domain,the Lagrange interpolation method is used to approximate the exact solution of the equation,and the error between the numerical solution and the exact solution is obtained,and then compared with the error formed by the difference method,it is concluded that the Lagrange interpolation method is more effective in solving the variable coefficient ordinary differential equation. 展开更多
关键词 Variable coefficient ordinary differential equations Lagrange interpolation Difference methods
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Role of disturbance coefficient in monitoring and treatment of cerebral edema in patients with cerebral hemorrhage 被引量:1
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作者 Wen-Wen Gao Xiao-Bing Jiang +9 位作者 Peng Chen Liang Zhang Lei Yang Zhi-Hai Yuan Yao Wei Xiao-Qiang Li Xiao-Lu Tang Feng-Lu Wang Hao Wu Hai-Kang Zhao 《World Journal of Clinical Cases》 2025年第14期16-24,共9页
BACKGROUND At present,the conventional methods for diagnosing cerebral edema in clinical practice are computed tomography(CT)and magnetic resonance imaging(MRI),which can evaluate the location and degree of peripheral... BACKGROUND At present,the conventional methods for diagnosing cerebral edema in clinical practice are computed tomography(CT)and magnetic resonance imaging(MRI),which can evaluate the location and degree of peripheral cerebral edema,but cannot realize quantification.When patients have symptoms of diffuse cerebral edema or high cranial pressure,CT or MRI often suggests that cerebral edema is lagging and cannot be dynamically monitored in real time.Intracranial pressure monitoring is the gold standard,but it is an invasive operation with high cost and complications.For clinical purposes,the ideal cerebral edema monitoring should be non-invasive,real-time,bedside,and continuous dynamic monitoring.The dis-turbance coefficient(DC)was used in this study to dynamically monitor the occu-rrence,development,and evolution of cerebral edema in patients with cerebral hemorrhage in real time,and review head CT or MRI to evaluate the development of the disease and guide further treatment,so as to improve the prognosis of patients with cerebral hemorrhage.AIM To offer a promising new approach for non-invasive adjuvant therapy in cerebral edema treatment.METHODS A total of 160 patients with hypertensive cerebral hemorrhage admitted to the Department of Neurosurgery,Second Affiliated Hospital of Xi’an Medical University from September 2018 to September 2019 were recruited.The patients were randomly divided into a control group(n=80)and an experimental group(n=80).Patients in the control group received conventional empirical treatment,while those in the experimental group were treated with mannitol dehydration under the guidance of DC.Subsequently,we compared the two groups with regards to the total dosage of mannitol,the total course of treatment,the incidence of complications,and prognosis.RESULTS The mean daily consumption of mannitol,the total course of treatment,and the mean hospitalization days were 362.7±117.7 mL,14.8±5.2 days,and 29.4±7.9 in the control group and 283.1±93.6 mL,11.8±4.2 days,and 23.9±8.3 in the experimental group(P<0.05).In the control group,there were 20 patients with pulmonary infection(25%),30 with electrolyte disturbance(37.5%),20 with renal impairment(25%),and 16 with stress ulcer(20%).In the experimental group,pulmonary infection occurred in 18 patients(22.5%),electrolyte disturbance in 6(7.5%),renal impairment in 2(2.5%),and stress ulcers in 15(18.8%)(P<0.05).According to the Glasgow coma scale score 6 months after discharge,the prognosis of the control group was good in 20 patients(25%),fair in 26(32.5%),and poor in 34(42.5%);the prognosis of the experimental group was good in 32(40%),fair in 36(45%),and poor in 12(15%)(P<0.05).CONCLUSION Using DC for non-invasive dynamic monitoring of cerebral edema demonstrates considerable clinical potential.It reduces mannitol dosage,treatment duration,complication rates,and hospital stays,ultimately lowering hospital-ization costs.Additionally,it improves overall patient prognosis,offering a promising new approach for non-invasive adjuvant therapy in cerebral edema treatment. 展开更多
关键词 Noninvasive cerebral edema monitor Disturbance coefficient HYPERTENSION Cerebral hemorrhage Cerebral edema MANNITOL
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Role of variation coefficient of stone density in determining success of shock wave lithotripsy in urinary calculi 被引量:1
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作者 Nadeem Iqbal Aisha Hasan +2 位作者 Sajid Iqbal Sadaf Noureen Saeed Akhter 《World Journal of Nephrology》 2025年第1期110-118,共9页
BACKGROUND Various stone factors can affect the net results of shock wave lithotripsy(SWL).Recently a new factor called variation coefficient of stone density(VCSD)is being considered to have an impact on stone free r... BACKGROUND Various stone factors can affect the net results of shock wave lithotripsy(SWL).Recently a new factor called variation coefficient of stone density(VCSD)is being considered to have an impact on stone free rates.AIM To assess the role of VCSD in determining success of SWL in urinary calculi.METHODS Charts review was utilized for collection of data variables.The patients were subjected to SWL,using an electromagnetic lithotripter.Mean stone density(MSD),stone heterogeneity index(SHI),and VCSD were calculated by generating regions of interest on computed tomography(CT)images.Role of these factors were determined by applying the relevant statistical tests for continuous and categorical variables and a P value of<0.05 was gauged to be statistically significant.RESULTS There were a total of 407 patients included in the analysis.The mean age of the subjects in this study was 38.89±14.61 years.In total,165 out of the 407 patients could not achieve stone free status.The successful group had a significantly lower stone volume as compared to the unsuccessful group(P<0.0001).Skin to stone distance was not dissimilar among the two groups(P=0.47).MSD was significantly lower in the successful group(P<0.0001).SHI and VCSD were both significantly higher in the successful group(P<0.0001).CONCLUSION VCSD,a useful CT based parameter,can be utilized to gauge stone fragility and hence the prediction of SWL outcomes. 展开更多
关键词 Computed tomography Shock wave lithotripsy Stone heterogeneity Variation coefficient of stone density Kidney stones
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Prediction of joint roughness coefficient via hybrid machine learning model combined with principal components analysis 被引量:1
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作者 Shijie Xie Hang Lin +2 位作者 Tianxing Ma Kang Peng Zhen Sun 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第4期2291-2306,共16页
Joint roughness coefficient(JRC)is the most commonly used parameter for quantifying surface roughness of rock discontinuities in practice.The system composed of multiple roughness statistical parameters to measure JRC... Joint roughness coefficient(JRC)is the most commonly used parameter for quantifying surface roughness of rock discontinuities in practice.The system composed of multiple roughness statistical parameters to measure JRC is a nonlinear system with a lot of overlapping information.In this paper,a dataset of eight roughness statistical parameters covering 112 digital joints is established.Then,the principal component analysis method is introduced to extract the significant information,which solves the information overlap problem of roughness characterization.Based on the two principal components of extracted features,the white shark optimizer algorithm was introduced to optimize the extreme gradient boosting model,and a new machine learning(ML)prediction model was established.The prediction accuracy of the new model and the other 17 models was measured using statistical metrics.The results show that the prediction result of the new model is more consistent with the real JRC value,with higher recognition accuracy and generalization ability. 展开更多
关键词 Rock discontinuities Joint roughness coefficient(JRC) Roughness characterization Principal components analysis(PCA) Machine learning
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A Programming Method for Mean Behavior of Fourier Coefficients of Modular Forms on Sparse Sequences
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作者 HU Yuanrui YAO Weili 《数学进展》 北大核心 2025年第4期709-724,共16页
Let f be a primitive holomorphic cusp form with even integral weight k≥2 for the full modular groupΓ=SL(2,Z)andλ_(sym^(j)f)(n)be the n-th coefficient of Dirichlet series of j-th symmetric L-function L(s,sym^(j)f)at... Let f be a primitive holomorphic cusp form with even integral weight k≥2 for the full modular groupΓ=SL(2,Z)andλ_(sym^(j)f)(n)be the n-th coefficient of Dirichlet series of j-th symmetric L-function L(s,sym^(j)f)attached to f.In this paper,we study the mean value distribution over a specific sparse sequence of positive integers of the following sum∑(a^(2)+b^(2)+c^(2)+d^(2)≤x(a,b,c,d)∈Z^(4))λ_(sym^(j))^(i)f(a^(2)+b^(2)+c^(2)+d^(2))where j≥2 is a given positive integer,i=2,3,4 andαis sufficiently large.We utilize Python programming to design algorithms for higher power conditions,combining Perron's formula,latest results of representations of natural integers as sums of squares,as well as analytic properties and subconvexity and convexity bounds of automorphic L-functions,to ensure the accuracy and verifiability of asymptotic formulas.The conclusion we obtained improves previous results and extends them to a more general settings. 展开更多
关键词 automorphic L-function holomorphic cusp form Fourier coefficient
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基于Pearson模型优化浅层土质滑坡降雨阈值模型——以上饶市为例
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作者 陈浩 甘建军 +2 位作者 刘清 潘德龙 刘荣腾 《南昌工程学院学报》 2025年第4期21-27,共7页
降雨触发浅层滑坡的概率阈值通常由降雨强度-降雨历时(I-D)、累计降雨量-降雨历时(I-E)和累计降雨量-降雨强度(E-D)三种模型进行统计来确定。基于I-D、I-E和E-D模型,以江西省上饶市311处降雨型土质滑坡为样本,通过Pearson相关性分析与OL... 降雨触发浅层滑坡的概率阈值通常由降雨强度-降雨历时(I-D)、累计降雨量-降雨历时(I-E)和累计降雨量-降雨强度(E-D)三种模型进行统计来确定。基于I-D、I-E和E-D模型,以江西省上饶市311处降雨型土质滑坡为样本,通过Pearson相关性分析与OLS回归优化阈值参数,建立了区域滑坡降雨预警模型。结果表明,研究区滑坡阈值模型参数R_(c)与前三天累计降雨量(R_(3))相关性显著,且当有效降雨参数取0.8时模型最优,可作为滑坡预警判据的关键指标。通过模型精度比较后,选择I-D模型构建了注意级、警戒级和警报级三级降雨阈值模型,并采用空间投影验证了其等级划分的有效性。使用ROC方法分析了滑坡发生概率在20%、50%和85%时的阈值曲线准确率,其中50%概率阈值的综合性能最优,其准确率为0.72,假阴性率为0.26,假阳性率为0.29,显著优于20%和85%概率阈值。研究成果可为南方浅层土质滑坡预警提供量化判据。 展开更多
关键词 降雨型滑坡 统计分析 pearson模型 预警模型 阈值优化 ROC曲线
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An Improved Repetitive-Control System Using a Complex-Coefficient Filter 被引量:1
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作者 Qicheng Mei Jinhua She +1 位作者 Fei Long Yanjun Shen 《IEEE/CAA Journal of Automatica Sinica》 2025年第1期282-284,共3页
Dear Editor,This letter presents an improved repetitive controller(IRC) that uses a complex-coefficient filter to enhance the tracking performance of a system for periodic signals. Compared with the low-pass filter us... Dear Editor,This letter presents an improved repetitive controller(IRC) that uses a complex-coefficient filter to enhance the tracking performance of a system for periodic signals. Compared with the low-pass filter used in the conventional repetitive controller(CRC), the complex-coefficient filter causes less change in the phase and amplitude of a signal at the frequencies of the periodic signal, especially at the fundamental frequency, when the two filters have the same cutofffrequency. 展开更多
关键词 improved repetitive controller irc periodic signals repetitive control system complex coefficient filter tracking performance conventional repetitive controller crc periodic signal enhance tracking performance
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Growth Parameters and Condition Coefficient of Three Species from Bas-Kouilou (Congo Brazzaville): Chrysichthys auratus, Geoffroy, 1809, Liza falcipinnis, Valenciennes, 1836 and Pellonula vorax, Gunther, 1868
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作者 Marcellin Mikia Anthelme Tsoumou +1 位作者 Durelle Brith Caëlle Olabi-Obath Isabelle Mady-Goma Dirat 《Open Journal of Ecology》 2025年第1期100-114,共15页
The study of the morphometric parameters of the three most abundant species in the lower course of the Kouilou River (Chrysichthys auratus, Liza falcipinnis and Pellonula vorax) was carried out. The standard length of... The study of the morphometric parameters of the three most abundant species in the lower course of the Kouilou River (Chrysichthys auratus, Liza falcipinnis and Pellonula vorax) was carried out. The standard length of Chrysichthys auratus varies between 43.57 and 210 mm, for an average of 96.70 ± 28.63 mm;the weight varies between 2.92 and 140.83 mg, an average of 73.03 ± 21.62 mg. The condition coefficient is equal to 4.42 ± 1.52. Liza falcipinnis has a standard length which varies between 59.9 mm and 158.08 mm for an average of 88.15 ± 29.74 mm;its weight varies between 4.77 and 76.21 mg, an average of 18.61 ± 11.82 mg. The condition coefficient is equal to 2.47 ± 1.57. Pellonula vorax has a standard length which varies between 60.33 mm and 117.72 mm;for an average of 80.48 ± 17.75 mm;the weight varies between 3.61 and 25.17 mg, an average of 9.03 ± 3.61 mg. The condition coefficient is equal to 2.17 ± 0.57. These three species have a minor allometric growth. 展开更多
关键词 Kouilou River Chrysichthys auratus Liza falcipinnis Pellonula vorax Growth Parameters Condition coefficient
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基于Pearson相关性分析的韩家洼煤矿煤自燃指标气体研究
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作者 刘谋珍 李国庆 +2 位作者 师亮亮 张宇龙 陈勇 《山西焦煤科技》 2025年第7期1-3,共3页
煤早期自然发火特征对矿井安全生产具有重要影响,通过程序升温实验与Pearson相关性数值分析,对韩家洼煤矿22号煤层指标气体释放规律进行研究,揭示韩家洼煤矿单一气体指标和多级气体指标对煤自然发火的预测预报效果。在低温氧化阶段CO_(2... 煤早期自然发火特征对矿井安全生产具有重要影响,通过程序升温实验与Pearson相关性数值分析,对韩家洼煤矿22号煤层指标气体释放规律进行研究,揭示韩家洼煤矿单一气体指标和多级气体指标对煤自然发火的预测预报效果。在低温氧化阶段CO_(2)/CO的变化特征更适用于韩家洼煤矿煤体自燃阶段划分,主要分为30~65℃(缓慢氧化阶段)、65~115℃(加速氧化阶段)、115~220℃(快速氧化阶段)3个阶段。其中,在缓慢氧化阶段,单一气体指标和多级气体指标都表现出良好的适用相关性;而在加速氧化阶段,单一CO释放规律与CO_(2)/CO的变化特征结合判别更为严谨;快速氧化阶段,CO与CO_(2)的指数级增长趋势使得单一气体指标判别法更为合理。 展开更多
关键词 煤自燃 指标气体 pearson分析 煤自燃特性
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