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The Properties of the Shear Gradient Operator and Its Application in Image Deblurring
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作者 LIU Xiaofeng LU Lixuan ZHANG Tao 《Wuhan University Journal of Natural Sciences》 2025年第5期427-440,共14页
The utilization of gradient operators is prevalent in image processing,as they effectively detect edges and provide directional information.However,these operators only differentiate the horizontal and vertical direct... The utilization of gradient operators is prevalent in image processing,as they effectively detect edges and provide directional information.However,these operators only differentiate the horizontal and vertical directions,ignoring details and causing loss of information in other directions.This paper introduces the shear gradient operator to overcome this limitation by capturing details accurately in multiple directions.It investigates the properties of the shear gradient operator and proposes the shear total variation(STV)norm for image deblurring.By combining non-convex regularization to avoid excessive penalty and retain image details,a novel deblurring model integrating the STV norm and the L_(1)/L_(2) minimization is proposed.The alternating direction method of multipliers(ADMM)algorithm is employed to solve this computationally challenging model,demonstrating exceptional performance in non-blind image deblurring through experiments. 展开更多
关键词 shear gradient operator shear total variation norm image deblurring alternating direction method of multipliers(ADMM) L_(1)/L_(2)minimization
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ELLIPTIC GRADIENT ESTIMATES FOR DIFFUSION OPERATORS ON COMPLETE RIEMANNIAN MANIFOLDS 被引量:1
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作者 钱斌 《Acta Mathematica Scientia》 SCIE CSCD 2010年第5期1555-1560,共6页
In this note, we obtain the elliptic estimate for diffusion operator L = △+△Ф·△ on complete, noncompact Riemannian manifolds, under the curvature condition CD(K, m), which generalizes B. L. Kotschwar's wo... In this note, we obtain the elliptic estimate for diffusion operator L = △+△Ф·△ on complete, noncompact Riemannian manifolds, under the curvature condition CD(K, m), which generalizes B. L. Kotschwar's work [5]. As an application, we get estimate on the heat kernel. The Bernstein-type gradient estimate for SchrSdinger-type gradient is also derived. 展开更多
关键词 gradient estimate Bakry-Emery curvature diffusion operator
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From the second gradient operator and second class of integral theorems to Gaussian or spherical mapping invariants 被引量:1
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作者 殷雅俊 吴继业 +1 位作者 黄克智 范钦珊 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2008年第7期855-862,共8页
By combining of the second gradient operator, the second class of integral theorems, the Gaussian-curvature-based integral theorems and the Gaussian (or spherical) mapping, a series of invariants or geometric conser... By combining of the second gradient operator, the second class of integral theorems, the Gaussian-curvature-based integral theorems and the Gaussian (or spherical) mapping, a series of invariants or geometric conservation quantities under Gaussian (or spherical) mapping are revealed. From these mapping invariants important transformations between original curved surface and the spherical surface are derived. The potential applications of these invariants and transformations to geometry are discussed 展开更多
关键词 the second gradient operator integral theorem Gaussian curvature Gaussian (or spherical) mapping mapping invariant
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THE EXISTENCE AND BLOW-UP OF THE RADIAL SOLUTIONS OF A(k_(1),k_(2))-HESSIAN SYSTEM INVOLVING A NONLINEAR OPERATOR AND GRADIENT 被引量:1
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作者 Guotao WANG Zedong YANG +1 位作者 Jiafa XU Lihong ZHANG 《Acta Mathematica Scientia》 SCIE CSCD 2022年第4期1414-1426,共13页
In this paper,we are concerned with the existence of the positive bounded and blow-up radial solutions of the(k1,k2)-Hessian system■where G is a nonlinear operator,Ki=Ski(λ(D^(2) z_(i)))+ψ_(i)(|x|)|▽_(zi)|^(ki),i=... In this paper,we are concerned with the existence of the positive bounded and blow-up radial solutions of the(k1,k2)-Hessian system■where G is a nonlinear operator,Ki=Ski(λ(D^(2) z_(i)))+ψ_(i)(|x|)|▽_(zi)|^(ki),i=1,2.Under the appropriate conditions on gi and g2,our main results are obtained by using the monotone iterative method and the Arzela-Ascoli theorem.Furthermore,our main results also extend the previous existence results for both the single equation and systems. 展开更多
关键词 (k_(1) k_(2))-Hessian system nonlinear operator BLOW-UP monotone iterative method gradient
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Dynamic Response of Fractional-Order Viscoelastic High-Order Shear Beam Based on Nonlocal Strain Gradient Elasticity
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作者 Yuqian Xu Peijun Wei 《Acta Mechanica Solida Sinica》 SCIE EI CSCD 2023年第6期875-883,共9页
The dynamic behavior of a viscoelastic high-order shear microbeam is studied based on a new constitutive model which incorporates size effects and viscoelasticity simultaneously.The size effects are modeled by the non... The dynamic behavior of a viscoelastic high-order shear microbeam is studied based on a new constitutive model which incorporates size effects and viscoelasticity simultaneously.The size effects are modeled by the nonlocal gradient elasticity,while viscoelastic effects are modeled by fractional-order derivatives.The constitutive relation and the equations of motion are both differential equations with fractional-order derivatives.Based on the Laplace transform and inverse transform,the analytical solution of the dynamic response under a step load is obtained in terms of the Mittag–Leffler function.In order to verify the reliability of the analytical solution,a comparison with the numerical solution is also provided.Based on the numerical results,the effects of the nonlocal parameter,strain gradient parameter,fractional-order parameter,and viscosity coefficient on the dynamic response of the viscoelastic microbeam are discussed.It is found that the influences of the fractional order and the coefficient of viscosity on the dynamic response of the microbeam are very different,although both are related to the viscoelastic behavior. 展开更多
关键词 Nonlocal strain gradient Higher-order beam fractional-order derivatives VISCOELASTICITY Laplace transform Mittag–Leffler function
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Localization of Unbounded Operators on Guichardet Spaces 被引量:2
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作者 Jihong Zhang Caishi Wang Lina Tian 《Journal of Applied Mathematics and Physics》 2015年第7期792-796,共5页
As stochastic gradient and Skorohod integral operators, is an adjoint pair of unbounded operators on Guichardet Spaces. In this paper, we define an adjoint pair of operator , where with being the conditional expectati... As stochastic gradient and Skorohod integral operators, is an adjoint pair of unbounded operators on Guichardet Spaces. In this paper, we define an adjoint pair of operator , where with being the conditional expectation operator. We show that (resp.) is essentially a kind of localization of the stochastic gradient operators (resp. Skorohod integral operators δ). We examine that and satisfy a local CAR (canonical ani-communication relation) and forms a mutually orthogonal operator sequence although each is not a projection operator. We find that is s-adapted operator if and only if is s-adapted operator. Finally we show application exponential vector formulation of QS calculus. 展开更多
关键词 Stochastic gradient operator Skorohod INTEGRAL operator LOCALIZATION Ex-Ponential Vector Guichardet SPACES
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Free vibration of thermo-elastic microplate based on spatiotemporal fractional-order derivatives with nonlocal characteristic length and time
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作者 Lingkang ZHAO Peijun WEI Yueqiu LI 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2023年第1期109-124,共16页
A fractional-order thermo-elastic model taking into account the small-scale effects of the thermo-elastic coupled behavior is developed to study the free vibration of a higher-order shear microplate.The nonlocal strai... A fractional-order thermo-elastic model taking into account the small-scale effects of the thermo-elastic coupled behavior is developed to study the free vibration of a higher-order shear microplate.The nonlocal strain gradient theory is modified with the introduction of the fractional-order derivatives and the nonlocal characteristic length.The Fourier heat conduction is replaced by the non-Fourier heat conduction with the introduction of the fractional order and the memory characteristic time.Numerical calculations are performed to analyze the effects of the nonlocal strain gradient parameters,the spatiotemporal fractional order,the nonlocal characteristic length,and the memory characteristic time on the natural frequencies,the vibration attenuation,and the phase shift between the temperature field and the displacement field.The numerical results show that the new thermo-elastic model with the spatiotemporal fractional order can provide more exquisite descriptions of the thermo-elastic behavior at a small scale. 展开更多
关键词 orthotropic higher-order plate nonlocal strain gradient thermo-elastic coupling fractional-order derivative free vibration
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Discrete Ultra-Broadband Perfect Anomalous Reflection in Depth Gradient Metasurfaces
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作者 Siyu Gu Cong Wang +5 位作者 Ziying Gao Lei Gao Drolgar Feng Gao Shaojun Wang Yadong Xu 《Chinese Physics Letters》 2025年第9期28-33,共6页
Perfect anomalous reflections have been demonstrated in optical phase gradient metasurfaces(PGMs),but they suffer from single-frequency(narrow-band)response due to the intrinsic limitation of natural geometric periodi... Perfect anomalous reflections have been demonstrated in optical phase gradient metasurfaces(PGMs),but they suffer from single-frequency(narrow-band)response due to the intrinsic limitation of natural geometric periodicity.Here,we provide both numerical and analytical evidence that a depth gradient metasurface can achieve discrete ultra-broadband perfect anomalous reflection in the microwave range in the absence of geometric periodicity.Remarkably,by adjusting the operating frequency of the incident wave,the same effect can be steadily obtained via a physically equivalent phase periodicity in the PGM.Based on this mechanism,a perfect retroreflector with a broadband response ranging from 1 GHz to 40 GHz is realized.Our work has promising applications in communication,source tracking,and military satellites. 展开更多
关键词 phase gradient metasurfaces pgms discrete ultra broadband perfect anomalous reflection depth gradient metasurfaces optical phase gradient metasurfaces geometric periodicity adjusting operating frequency perfect anomalous reflections microwave range
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基于梯度提升回归树的飞行操作绩效评估方法
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作者 魏麟 李海敏 +2 位作者 叶娅兰 邢宇飞 陈鹏 《计算机应用》 北大核心 2026年第3期1011-1022,共12页
针对传统飞行操作绩效评估方法主观性强、参数分析片面和难以全面客观量化等问题,提出一种基于多维度特征解析的梯度提升回归树(MFA-GBRT)方法。该方法通过提取快速存取记录器(QAR)数据的时域和趋势特征,结合改进梯度提升回归树(GBRT)... 针对传统飞行操作绩效评估方法主观性强、参数分析片面和难以全面客观量化等问题,提出一种基于多维度特征解析的梯度提升回归树(MFA-GBRT)方法。该方法通过提取快速存取记录器(QAR)数据的时域和趋势特征,结合改进梯度提升回归树(GBRT)与阈值累积重要性筛选机制,构建覆盖“姿态控制-动力管理-环境响应”的评估指标体系与绩效等级评估模型。模拟机和飞行基地数据上的实验结果表明,该方法评估平均准确率达87.83%,较现有算法LSTM-DNN(Long Short-Term Memory-Deep Neural Network)、曲线相似度和小波分析分别提升了10.78%、6.06%和3.55%;而跨场景验证显示,该方法在三类不同飞行场景中的适配度均达95%以上(高适配)。可见,该方法实现了飞行过程的全流程客观量化评估,为飞行操作绩效评估提供了具备工程实用性的科学方案。 展开更多
关键词 快速存取记录器 飞行操作绩效 梯度提升 特征提取 飞行安全
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基于LightGBM的分阶段多模态航迹预测方法
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作者 胡小兵 李伯阳 柯劼 《中国民航大学学报》 2026年第1期1-9,39,共10页
航空器四维(4D,four-dimensional)航迹预测作为基于航迹运行(TBO,trajectory-based operation)的关键技术之一,具有非常重要的意义。针对数据差异性不足、关键数据获取难度大、模型复杂度高、泛化性差等问题,本文提出一种基于轻量级梯... 航空器四维(4D,four-dimensional)航迹预测作为基于航迹运行(TBO,trajectory-based operation)的关键技术之一,具有非常重要的意义。针对数据差异性不足、关键数据获取难度大、模型复杂度高、泛化性差等问题,本文提出一种基于轻量级梯度提升机(LightGBM,light gradient boosting machine)的分阶段多模态航迹预测方法(LightGBM-based PMTPM,LightGBM-based phased multimodal trajectory prediction method)。该方法能够智能识别航空器所处的飞行阶段,并根据航空器自身传感器提供的数据,使用机载计算机预测航空器的4D航迹及实时质量。实验结果表明,在所有飞行阶段,LightGBM-based PMTPM相较于基于反向传播神经网络的分阶段多模态航迹预测方法(BPNN-based PMTPM,back propagation neural network-based phased multimodal trajectory prediction method)都表现出更优的预测性能,均方根误差(RMSE,root mean square error)分别降低了64.86%、13.15%、80.88%、77.46%、86.45%、3.46%、19.22%;LightGBM-based PMTPM的平均评估时间为59.890 ms,满足航空器4D航迹预测的准确性和实时性要求。 展开更多
关键词 四维(4D)航迹预测 基于航迹运行(TBO) 轻量级梯度提升机(LightGBM) 多模态航迹预测
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考虑农村用能多样性的碳路径分析及 综合能量管理策略研究
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作者 张杨 陶生虎 刘琪 《综合智慧能源》 2026年第3期56-64,共9页
积极发挥农户自建生物质反应器、光电设备、光热设备的供能支撑作用,引导构筑面向个体用户、具备孤岛自主运行能力的低碳微型综合能源系统,可以削减用户对集中式供能的路径依赖性。针对农村绿能生产设备多样化、用能行为复杂化造成的碳... 积极发挥农户自建生物质反应器、光电设备、光热设备的供能支撑作用,引导构筑面向个体用户、具备孤岛自主运行能力的低碳微型综合能源系统,可以削减用户对集中式供能的路径依赖性。针对农村绿能生产设备多样化、用能行为复杂化造成的碳排放路径模糊问题,提出一种内嵌主从物理知识的多层卷积神经网络(PI-CNN),通过主、从知识库间深度交互,发掘用户用能行为与碳排放间的映射关系,实现碳排放路径的精准追踪。根据PI-CNN网络学习结果,对碳排放路径、辐射状配电网潮流、用户热电分时价格分配适宜权重,设计计及运行综合碳排放、电网全局潮流均匀度、用户用能总收益的能量管理策略评估模型,量化用能方案质量。考虑到集中式不均匀多目标优化问题求解困难,结合自适应梯度算法解数学问题,拟定兼顾经济性、低碳性、鲁棒性的综合能量管理策略。以华南某村落为例开展仿真分析,验证PI-CNN的可行性和能量管理策略的优越性。 展开更多
关键词 农村住宅 低碳运行 卷积神经网络 综合能源系统 自适应梯度算法 碳排放路径
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基于SHAP可解释性机器学习的老年糖尿病患者衰弱风险预测模型构建与验证
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作者 邓舜芝 康圣琴 +3 位作者 方苗苗 王雪菲 巫海娣 莫永珍 《现代临床护理》 2026年第1期1-11,共11页
目的构建与验证基于可解释性机器学习的老年糖尿病患者衰弱预测模型,以早期识别高风险患者。方法采用便利抽样法,选择2024年1月至5月本市某三级甲等综合医院住院的232例老年糖尿病患者作为研究对象。227例患者完成研究,按照7∶3的比例... 目的构建与验证基于可解释性机器学习的老年糖尿病患者衰弱预测模型,以早期识别高风险患者。方法采用便利抽样法,选择2024年1月至5月本市某三级甲等综合医院住院的232例老年糖尿病患者作为研究对象。227例患者完成研究,按照7∶3的比例随机分为训练集(158例)与测试集(69例),分别用于模型构建与验证。采用最小绝对收缩和选择算子(least absolute shrinkage and selection operator,LASSO)回归与Boruta算法筛选特征变量,并基于逻辑回归(logistic regression,LR)、支持向量机(support vector machine,SVM)和极端梯度提升树(extreme gradient boosting,XGBoost)构建机器学习模型。通过曲线下面积(area under curve,AUC)、灵敏度、特异度、F1分数等指标评估模型性能,并通过DeLong检验比较模型间的AUC差异。最优模型利用沙普利加和解释(Shapley additive explanation,SHAP)方法,对关键预测因子进行解释,并基于Streamlit开发网页计算器,实现模型可视化。结果227例老年糖尿病患者中99例合并衰弱(43.6%)。XGBoost模型综合表现最优,在训练集和测试集中,DeLong检验显示XGBoost的AUC高于LR和SVM(均P<0.001)。训练集AUC为0.920,准确性为0.842,灵敏度为0.783,特异度为0.887,阳性预测值(positive predictive value,PPV)为0.845,阴性预测值(negative predictive value,NPV)为0.840,F1分数为0.810。测试集AUC为0.806,准确性为0.681,灵敏度为0.633,特异度为0.743,PPV为0.731,NPV为0.744,F1分数为0.620。SHAP可解释分析显示,衰弱的预测因子重要性排序依次为:认知障碍、查尔斯共病指数、慢性疼痛、体育锻炼量、肌少症、营养状态、糖尿病肾病。结论基于SHAP可解释XGBoost的衰弱预测模型可有效识别老年糖尿病患者的衰弱高风险因素,能为其健康管理策略提供支持。 展开更多
关键词 糖尿病 老年人 衰弱 沙普利加和解释 最小绝对收缩和选择算子 逻辑回归 支持向量机 极端梯度提升树
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IMPROVED GRADIENT METHOD FOR MONOTONE AND LIPSCHITZ CONTINUOUS MAPPINGS IN BANACH SPACES 被引量:1
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作者 Kazuhide NAKAJO 《Acta Mathematica Scientia》 SCIE CSCD 2017年第2期342-354,共13页
Let C be a nonempty closed convex subset of a 2-uniformly convex and uniformly smooth Banach space E and {An}n∈N be a family of monotone and Lipschitz continuos mappings of C into E*. In this article, we consider th... Let C be a nonempty closed convex subset of a 2-uniformly convex and uniformly smooth Banach space E and {An}n∈N be a family of monotone and Lipschitz continuos mappings of C into E*. In this article, we consider the improved gradient method by the hybrid method in mathematical programming [i0] for solving the variational inequality problem for {AN} and prove strong convergence theorems. And we get several results which improve the well-known results in a real 2-uniformly convex and uniformly smooth Banach space and a real Hilbert space. 展开更多
关键词 Variational inequality problem gradient method monotone operators 2-uniformly convex Banach space hybrid method
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Multi Object Tracking Using Gradient-Based Learning Model in Video-Surveillance 被引量:1
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作者 D.Mohanapriya Dr.K.Mahesh 《China Communications》 SCIE CSCD 2021年第10期169-180,共12页
On accomplishing an efficacious object tracking,the activity of an object concerned becomes notified in a forthright manner.An accurate form of object tracking task necessitates a robust object tracking procedures irr... On accomplishing an efficacious object tracking,the activity of an object concerned becomes notified in a forthright manner.An accurate form of object tracking task necessitates a robust object tracking procedures irrespective of hardware assistance.Such approaches inferred a vast computational complexity to track an object with high accuracy in a stipulated amount of processing time.On the other hand,the tracking gets affected owing to the existence of varied quality diminishing factors such as occlusion,illumination changes,shadows etc.,In order to rectify all these inadequacies in tracking an object,a novel background normalization procedure articulated on the basis of a textural pattern is proposed in this paper.After preprocessing an acquired image,employment of an Environmental Succession Prediction algorithm for discriminating disparate background environment by background clustering approach have been accomplished.Afterward,abstract textural characterizations through utilization of a Probability based Gradient Pattern(PGP)approach for recognizing the similarity between patterns obtained so far.Comparison between standardized frame obtained in prior and those processed patterns detects the motion exposed by an object and the object concerned gets identified within a blob.Hence,the system is resistant towards illumination variations.These illumination variation was interpreted in object tracking residing within a dynamic background.Devised approach certainly outperforms other object tracking methodologies like Group Target Tracking(GTT),Vi PER-GT,grabcut,snakes in terms of accuracy and average time.Proposed PGP-based pattern texture analysis is compared with Gamifying Video Object(GVO)approach and hence,it evidently outperforms in terms of precision,recall and F1 measure. 展开更多
关键词 binary labeling computer vision gradient pattern laplacian operator object Tracking
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GENERALIZED CONJUGATE-GRADIENT ALGORITHM AND ITS APPLICATIONS TO SEISMIC TRACE INVERSION
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作者 Zhusheng, Zhou Jishan, He Heqing, Zhao 《中国有色金属学会会刊:英文版》 EI CSCD 1999年第1期183-189,共7页
1INTRODUCTIONCurently,seismictraceinversionhasalreadybeenanimportantworkinseismicdataprocessingformeticulous... 1INTRODUCTIONCurently,seismictraceinversionhasalreadybeenanimportantworkinseismicdataprocessingformeticulousoilgasexplorati... 展开更多
关键词 SEISMIC TRACE INVERSION CONJUGATE gradient ALGORITHM accuracy stability operation speed
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Effect of Raman-pulse duration related to the magnetic field gradient in high-precision atom gravimeters
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作者 Yuan Cheng Yu-Jie Tan +3 位作者 Min-Kang Zhou Xiao-Chun Duan Cheng-Gang Shao Zhong-Kun Hu 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第3期137-145,共9页
The effect of the Raman-pulse duration related to the magnetic field gradient, as a systematic error, is playing an important role on evaluating the performance of high-precision atomic gravimeters. We study this effe... The effect of the Raman-pulse duration related to the magnetic field gradient, as a systematic error, is playing an important role on evaluating the performance of high-precision atomic gravimeters. We study this effect with a simplified theoretical model of the time-propagation operator. According to the typical parameters, we find that this effect should be taken into account when the gravimeter reaches an accuracy of 10^-10g, and the larger the pulse duration is, the more obvious the systematic effect will be. Finally, we make a simple discussion on the possibility of testing this effect. 展开更多
关键词 atom gravimeters magnetic field gradient Raman-pulse duration time-propagation operator
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Sectorial Approach of the Gradient Observability of the Hyperbolic Semilinear Systems Intern and Boundary Cases
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作者 Adil Khazari Ali Boutoulout 《Applied Mathematics》 2016年第12期1326-1339,共14页
The aim of this paper is to study the notion of the gradient observability on a subregion w of the evolution domain W and also we consider the case where the subregion of interest is a boundary part of the system evol... The aim of this paper is to study the notion of the gradient observability on a subregion w of the evolution domain W and also we consider the case where the subregion of interest is a boundary part of the system evolution domain for the class of semilinear hyperbolic systems. We show, under some hypotheses, that the flux reconstruction is guaranteed by means of the sectorial approach combined with fixed point techniques. This leads to several interesting results which are performed through numerical examples and simulations. 展开更多
关键词 Distributed Systems Semilinear Hyperbolic Systems Boundary Reconstruction Regional Boundary gradient Observability Regional gradient Observability gradient Observability Fixed Point Sectorial operator
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GLOBAL BOUND ON THE GRADIENT OF SOLUTIONS TO p-LAPLACE TYPE EQUATIONS WITH MIXED DATA
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作者 Minh-Phuong TRAN The-Quang TRAN Thanh-Nhan NGUYEN 《Acta Mathematica Scientia》 SCIE CSCD 2024年第4期1394-1414,共21页
In this paper,the study of gradient regularity for solutions of a class of elliptic problems of p-Laplace type is offered.In particular,we prove a global result concerning Lorentz-Morrey regularity of the non-homogene... In this paper,the study of gradient regularity for solutions of a class of elliptic problems of p-Laplace type is offered.In particular,we prove a global result concerning Lorentz-Morrey regularity of the non-homogeneous boundary data problem:-div((s^(2)+|▽u|^(2)p-2/2)▽u)=-div(|f|^(p-2)f)+g inΩ,u=h in■Ω,with the(sub-elliptic)degeneracy condition s∈[0,1]and with mixed data f∈L^(p)(Q;R^(n)),g∈Lp/(p-1)(Ω;R^(n))for p∈(1,n).This problem naturally arises in various applications such as dynamics of non-Newtonian fluid theory,electro-rheology,radiation of heat,plastic moulding and many others.Building on the idea of level-set inequality on fractional maximal distribution functions,it enables us to carry out a global regularity result of the solution via fractional maximal operators.Due to the significance of M_(α)and its relation with Riesz potential,estimates via fractional maximal functions allow us to bound oscillations not only for solution but also its fractional derivatives of orderα.Our approach therefore has its own interest. 展开更多
关键词 gradient estimates p-Laplace quasilinear elliptic equation fractional maximal operators Lorentz-Morrey spaces
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Gradient Observability for Semilinear Hyperbolic Systems: Sectorial Approach
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作者 Adil Khazari Ali Boutoulout 《Intelligent Control and Automation》 2014年第3期170-181,共12页
The aim of this work is to study the notion of the gradient observability on a subregion?ω of the evolution domain?Ω for a class of semilinear hyperbolic systems. We show, under some hypothesis, that the gradient re... The aim of this work is to study the notion of the gradient observability on a subregion?ω of the evolution domain?Ω for a class of semilinear hyperbolic systems. We show, under some hypothesis, that the gradient reconstruction is achieved following sectorial approach combined with fixed point techniques. The obtained results lead to an algorithm which can be implemented numerically. 展开更多
关键词 Distributed SYSTEMS HYPERBOLIC SYSTEMS gradient Reconstruction Regional OBSERVABILITY Fixed Point Sectorial operator
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