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Efficient Generation of Conforming Voronoi Polygonal Surface Mesh 被引量:1
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作者 LIJi-gang YANGQin +2 位作者 MENGXian-hai CHENQi-ming CAIQiang 《Computer Aided Drafting,Design and Manufacturing》 2005年第1期1-8,共8页
A novel construction algorithm is presented to generate a conforming Voronoi mesh for any planar straight line graph (PSLG). It is also extended to tesselate multiple-intersected PSLGs. All the algorithms are guarante... A novel construction algorithm is presented to generate a conforming Voronoi mesh for any planar straight line graph (PSLG). It is also extended to tesselate multiple-intersected PSLGs. All the algorithms are guaranteed to converge. Examples are given to illustrate its efficiency. 展开更多
关键词 Voronoi diagram delaunay triangulation conforming Voronoi tessellation conforming Voronoi mesh control-volume FINITE-DIFFERENCE
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A Generalized Point Conforming Rectangular Plate Element
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作者 Wang Deyu Chen Tieyun Associate Professor, Department of Naval Architecture and Ocean Engineering, Shanghai Jiao Tong University,Shanghai 200030 Professor, Department of Naval Architecture and Ocean Engineering, Shanghai Jiao Tong University,Shanghai 200030 《China Ocean Engineering》 SCIE EI 1995年第3期297-301,共5页
A generalized point conforming rectangular element for plate bending is proposed. The present element displacement field can not only satisfy the continuity of normal displacement and its derivative at the element nod... A generalized point conforming rectangular element for plate bending is proposed. The present element displacement field can not only satisfy the continuity of normal displacement and its derivative at the element node, but also satisfy the generalized continuity at the middle point of each element boundary, where the generalized conforming condition is to make the non-conforming residual to be minimum. Numerical results show that the proposed element is more accurate than the ordinary 4-node non-conforming rectangular plate element (ACM element). 展开更多
关键词 FEM generalized conforming element point conforming rectangular element plate bending
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AN OPTIMAL V-CYCLE MULTIGRID METHOD FOR CONFORMING AND NONCONFORMING PLATE ELEMENTS
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作者 许学军 李立康 《Numerical Mathematics A Journal of Chinese Universities(English Series)》 SCIE 1997年第1期115-119,共5页
In this paper, an optimal V-cycle multigrid method for some conforming and nonconforming plate elements are constructed. A new method dealing with nonnested multigrid methods is presented.
关键词 V-CYCLE MULTIGRID method conforming PLATE ELEMENTS NONconforming PLATE elements.
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Conforming to the Trend at An Appropriate Time——My Thoughts on the Building of the Silk Road Economic Belt 被引量:2
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作者 Zhang Zhiming Pu Zhuangyi 《International Understanding》 2013年第4期6-8,共3页
During his state visit to Kazakhstan this September,President Xi Jinping made a concrete proposal to build a Silk Road Economic Belt(SREB for short in the following paragraphs)from the aspects of policy communication,... During his state visit to Kazakhstan this September,President Xi Jinping made a concrete proposal to build a Silk Road Economic Belt(SREB for short in the following paragraphs)from the aspects of policy communication,road connectivity, 展开更多
关键词 My Thoughts on the Building of the Silk Road Economic Belt conforming to the Trend at An Appropriate Time
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Numerical Experiments Using MATLAB: Superconvergence of Conforming Finite, Element Approximation for Second Order, Elliptic Problems
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作者 Anna Harris Stephen Harris +1 位作者 Camille Gardner Tyrone Brock 《Applied Mathematics》 2018年第6期691-701,共11页
The superconvergence in the finite element method is a phenomenon in which the finite element approximation converges to the exact solution at a rate higher than the optimal order error estimate. Wang proposed and ana... The superconvergence in the finite element method is a phenomenon in which the finite element approximation converges to the exact solution at a rate higher than the optimal order error estimate. Wang proposed and analyzed superconvergence of the conforming finite element method by L2-projections. The goal of this paper is to perform numerical experiments using MATLAB to support and to verify the theoretical results in Wang for the superconvergence of the conforming finite element method (CFEM) for the second order elliptic problems by L2-projection methods. MATLAB codes are published at https://github.com/annaleeharris/Superconvergence-CFEM for anyone to use and to study. 展开更多
关键词 conforming FINITE ELEMENT Methods SUPERCONVERGENCE L2-Projection Second Order ELLIPTIC Equationm MATLAB
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CONSERVATIVE CONFORMING AND NONCONFORMING VEMS FOR FOURTH ORDER NONLINEAR SCHRODINGER EQUATIONS WITH TRAPPED TERM
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作者 Meng Li Jikun Zhao +1 位作者 Zhongchi Wang Shaochun Chen 《Journal of Computational Mathematics》 SCIE CSCD 2024年第2期454-499,共46页
This paper aims to construct and analyze the conforming and nonconforming virtual element methods for a class of fourth order nonlinear Schrodinger equations with trapped term.We mainly consider three types of virtual... This paper aims to construct and analyze the conforming and nonconforming virtual element methods for a class of fourth order nonlinear Schrodinger equations with trapped term.We mainly consider three types of virtual elements,including H^(2) conforming virtual element,C^(0) nonconforming virtual element and Morley-type nonconforming virtual element.The fully discrete schemes are constructed by virtue of virtual element methods in space and modified Crank-Nicolson method in time.We prove the mass and energy conservation,the boundedness and the unique solvability of the fully discrete schemes.After introducing a new type of the Ritz projection,the optimal and unconditional error estimates for the fully discrete schemes are presented and proved.Finally,two numerical examples are investigated to confirm our theoretical analysis. 展开更多
关键词 H^(2)conforming virtual element C^(0)nonconforming virtual element Morleytype nonconforming virtual element Nonlinear Schrodinger equation Conservation Convergence
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一种基于时域全面注意力机制的单通道语音分离模型
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作者 杨俊美 张邦成 +1 位作者 杨璐 曾徳炉 《华南理工大学学报(自然科学版)》 北大核心 2026年第1期70-82,共13页
单通道语音分离旨在从单一麦克风采集的混合语音中分离出目标说话人的纯净语音,在智能家居、会议系统和助听设备等场景具有重要应用价值。随着深度学习技术的快速发展,基于自注意力网络的单通道语音分离技术取得显著进展。尽管自注意力... 单通道语音分离旨在从单一麦克风采集的混合语音中分离出目标说话人的纯净语音,在智能家居、会议系统和助听设备等场景具有重要应用价值。随着深度学习技术的快速发展,基于自注意力网络的单通道语音分离技术取得显著进展。尽管自注意力网络在捕捉长序列上下文信息方面表现优异,但其对实际语音场景中时间/频谱连续性、频谱结构和音色等细节特征的捕捉仍存在局限。此外,现有基于单一注意力范式的分离架构难以实现多尺度特征的有效融合。该文提出了一种时域全面注意力网络(TCANet)模型,通过局部与全局注意力模块的协同设计,针对性地解决单通道语音分离中的上述问题。局部建模采用S&C-SENet增强的Conformer结构,以精细提取语音频谱结构、音色等短时特征;全局建模则构建含相对位置嵌入的改进型Transformer模块,显式学习语音长时依赖关系;同时,TCANet通过维度变换机制实现局部块内特征与全局块间关联的跨尺度融合。在基准数据集LRS2-2Mix、Libri2Mix和EchoSet上的实验结果表明,该方法在尺度不变信噪比改善(SI-SNRi)和信号失真比改善(SDRi)指标上均优于现有端到端语音分离方法。 展开更多
关键词 深度学习 语音分离 Transformer模块 Conformer结构 全面注意力
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HOW TO PROVE THE DISCRETE RELIABILITY FOR NONCONFORMING FINITE ELEMENT METHODS
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作者 Carsten Carstensen Sophie Puttkammer 《Journal of Computational Mathematics》 SCIE CSCD 2020年第1期142-175,共34页
Optimal convergence rates of adaptive finite element methods are well understood in terms of the axioms of adaptivity.One key ingredient is the discrete reliability of a residualbased a posteriori error estimator,whic... Optimal convergence rates of adaptive finite element methods are well understood in terms of the axioms of adaptivity.One key ingredient is the discrete reliability of a residualbased a posteriori error estimator,which controls the error of two discrete finite element solutions based on two nested triangulations.In the error analysis of nonconforming finite element methods,like the Crouzeix-Raviart or Morley finite element schemes,the difference of the piecewise derivatives of discontinuous approximations to the distributional gradients of global Sobolev functions plays a dominant role and is the object of this paper.The nonconforming interpolation operator,which comes natural with the definition of the aforementioned nonconforming finite element in the sense of Ciarlet,allows for stability and approximation properties that enable direct proofs of the reliability for the residual that monitors the equilibrium condition.The novel approach of this paper is the suggestion of a right-inverse of this interpolation operator in conforming piecewise polynomials to design a nonconforming approximation of a given coarse-grid approximation on a refined triangulation.The results of this paper allow for simple proofs of the discrete reliability in any space dimension and multiply connected domains on general shape-regular triangulations beyond newest-vertex bisection of simplices.Particular attention is on optimal constants in some standard discrete estimates listed in the appendices. 展开更多
关键词 Discrete reliability Nonconforming finite element method conforming companion Morley Crouzeix-Raviart Explicit constants Axioms of adaptivity
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基于DRSN-Conformer的电力调度语音识别
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作者 韩亚旭 高鹭 +3 位作者 张飞 秦岭 王永平 张晓琳 《现代电子技术》 北大核心 2026年第6期112-119,共8页
针对基于Transformer网络的语音识别模型对电力调度噪声场景下音频特征提取能力不足、专业术语识别准确率较低以及鲁棒性较差等问题,提出一种结合深度残差收缩网络(DRSN)和Conformer网络的电力调度场景语音识别方法。首先,在DRSN中设计... 针对基于Transformer网络的语音识别模型对电力调度噪声场景下音频特征提取能力不足、专业术语识别准确率较低以及鲁棒性较差等问题,提出一种结合深度残差收缩网络(DRSN)和Conformer网络的电力调度场景语音识别方法。首先,在DRSN中设计通道阈值共享型和独立型两类收缩模块以学习音频信号的噪声阈值,减少噪声带来的干扰;然后,采用Conformer块将DRSN块输出的音频信号编码为音频特征,并使用交叉注意力融合文本编码器编码之后的文本特征,得到音频与文本的相关性表示;最后,结合CTC损失与Attention损失进行训练和解码。在公开数据集Aishell-1、Thchs30以及内蒙古自治区某电网公司内部电力调度数据集上的实验结果表明:相较于Transformer网络模型,所提方法最终字错误率降低了8.5%,专业术语识别字错误率降低了5.2%,验证了该方法在解决电力调度语音识别任务中的有效性和先进性。 展开更多
关键词 语音识别 DRSN CONFORMER 电力调度 注意力机制 BiLSTM
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基于Conformer-MoE的多设备迁移学习非侵入式负荷分解方法
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作者 程鹏举 樊艳芳 +1 位作者 侯俊杰 蔺红 《智慧电力》 北大核心 2026年第1期102-109,共8页
针对非侵入式负荷分解方法在多设备并发下分解精度低,且高度依赖大规模标签数据的问题,提出一种基于Conformer与混合专家(MoE)的多设备迁移学习负荷分解方法。该方法利用Conformer融合卷积的局部感知与自注意力机制的全局建模能力,引入... 针对非侵入式负荷分解方法在多设备并发下分解精度低,且高度依赖大规模标签数据的问题,提出一种基于Conformer与混合专家(MoE)的多设备迁移学习负荷分解方法。该方法利用Conformer融合卷积的局部感知与自注意力机制的全局建模能力,引入稀疏激活的MoE模块,以低计算成本扩展模型容量,增强对用电模式的表征能力。构建“主干-分支”式的迁移学习框架,通过源域预训练共享主干及在目标域微调特定电器分支,实现知识在不同数据集间的迁移。算例分析表明,所提方法显著提升了多设备并发场景下的分解精度与跨数据集迁移的泛化能力。 展开更多
关键词 非侵入式负荷分解 多设备 迁移学习 CONFORMER MOE
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An H^1-Galerkin Nonconforming Mixed Finite Element Method for Integro-Differential Equation of Parabolic Type 被引量:21
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作者 SHI Dong Yang WANG Hai Hong 《Journal of Mathematical Research and Exposition》 CSCD 2009年第5期871-881,共11页
H1-Galerkin nonconforming mixed finite element methods are analyzed for integro-differential equation of parabolic type.By use of the typical characteristic of the elements,we obtain that the Galerkin mixed approximat... H1-Galerkin nonconforming mixed finite element methods are analyzed for integro-differential equation of parabolic type.By use of the typical characteristic of the elements,we obtain that the Galerkin mixed approximations have the same rates of convergence as in the classical mixed method,but without LBB stability condition. 展开更多
关键词 H^1-Galerkin mixed method integro-differential equation of parabolic type non- conforming semi-discrete scheme full discrete scheme error estimates.
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Evaluation for Small Visual Difference Between Conforming Meshes on Strain Field 被引量:4
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作者 边哲 胡事民 Ralph R.Martin 《Journal of Computer Science & Technology》 SCIE EI CSCD 2009年第1期65-75,共11页
This paper gives a method of quantifying small visual differences between 3D mesh models with conforming topology, based on the theory of strain fields. Strain field is a geometric quantity in elasticity which is used... This paper gives a method of quantifying small visual differences between 3D mesh models with conforming topology, based on the theory of strain fields. Strain field is a geometric quantity in elasticity which is used to describe the deformation of elastomer. In this paper we consider the 3D models as objects with elasticity. The further demonstrations are provided: the first is intended to give the reader a visual impression of how our measure works in practice; and the second is to give readers a visual impression of how our measure works in evaluating filter algorithms. Our experiments show that our difference estimates are well correlated with human perception of differences. This work has applications in the evaluation of 3D mesh watermarking, 3D mesh compression reconstruction, and 3D mesh filtering. 展开更多
关键词 3D conforming meshes mesh comparison PERCEPTION strain fields
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融合最大池化的Conformer中文语音识别
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作者 胡从刚 杨立鹏 +2 位作者 孙永奇 陈华龙 韩可可 《计算机工程》 北大核心 2026年第1期105-115,共11页
语音识别旨在通过先进的算法与信号处理技术,赋予机器理解人类语音的能力,使得人与机器之间的交流更加便捷、顺畅。目前,大多数端到端语音识别的研究工作主要围绕Conformer模型进行优化。针对Conformer编码器对语音细粒度局部特征提取... 语音识别旨在通过先进的算法与信号处理技术,赋予机器理解人类语音的能力,使得人与机器之间的交流更加便捷、顺畅。目前,大多数端到端语音识别的研究工作主要围绕Conformer模型进行优化。针对Conformer编码器对语音细粒度局部特征提取能力不足的问题,提出一种融合最大池化(MP)的Conformer中文语音识别模型。首先,将编码器卷积模块中门控线性单元的输出在时间维度上进行MP,以提取多帧语音信号对应一个字符的细粒度局部特征。然后,将池化后的特征与逐通道卷积(DWC)提取的粗粒度局部特征以逐元素相加的方式进行融合,以增加语音局部特征的信息量,从而提高Conformer模型的语音识别准确率。最后,在公开的中文数据集Aishell-1上的实验结果表明:采用贪心搜索方式进行解码,所提模型可以将基线模型的字错误率(CER)从5.58%降低至5.32%;采用注意力重打分方式进行解码,所提模型可以将基线模型的CER从5.06%降低至4.92%。 展开更多
关键词 语音识别 细粒度局部特征 Conformer模型 最大池化 逐通道卷积
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Local a priori/a posteriori error estimates of conforming finite elements approximation for Steklov eigenvalue problems 被引量:2
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作者 YANG YiDu BI Hai 《Science China Mathematics》 SCIE 2014年第6期1319-1329,共11页
Based on the work of Xu and Zhou(2000),this paper makes a further discussion on conforming finite elements approximation for Steklov eigenvalue problems,and proves a local a priori error estimate and a new local a pos... Based on the work of Xu and Zhou(2000),this paper makes a further discussion on conforming finite elements approximation for Steklov eigenvalue problems,and proves a local a priori error estimate and a new local a posteriori error estimate in ||·||1,Ω0 norm for conforming elements eigenfunction,which has not been studied in existing literatures. 展开更多
关键词 Steklov eigenvalue problems conforming finite elements local error estimates
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C^1 conforming quadrilateral finite elements with complete secondorder derivatives on vertices and its application to Kirchhoff plates
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作者 WU Yang XING YuFeng LIU Bo 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2020年第6期1066-1084,共19页
The classical problem of the construction of C^1 conforming single-patch quadrilateral finite elements has been solved in this investigation by using the blending function interpolation method.In order to achieve the ... The classical problem of the construction of C^1 conforming single-patch quadrilateral finite elements has been solved in this investigation by using the blending function interpolation method.In order to achieve the C^1 conformity on the interfaces of quadrilateral elements,complete second-order derivatives are used at the element vertices,and the information of geometrical mapping is also considered into the construction of shape functions.It is found that the shape functions and the polynomial spaces of the present elements vary with element shapes.However,the developed quadrilateral elements are at least third order for general quadrilateral shapes and fifth order for rectangular shapes.Therefore,very fast convergence can be achieved.A promising feature of the present elements is that they can be used in cooperation with those high-precision rectangular and triangular elements.Since the present elements are over conforming on element vertices,an approach for handling problems of material discontinuity is also proposed.Numerical examples of Kirchhoff plates are employed to demonstrate the computational performance of the present elements. 展开更多
关键词 finite element method quadrilateral elements C^1 conforming Kirchhoff plates
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RSG-Conformer:ReLU-Based Sparse and Grouped Conformer for Audio-Visual Speech Recognition
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作者 Yewei Xiao Xin Du Wei Zeng 《Computers, Materials & Continua》 2026年第3期1325-1348,共24页
Audio-visual speech recognition(AVSR),which integrates audio and visual modalities to improve recognition performance and robustness in noisy or adverse acoustic conditions,has attracted significant research interest.... Audio-visual speech recognition(AVSR),which integrates audio and visual modalities to improve recognition performance and robustness in noisy or adverse acoustic conditions,has attracted significant research interest.However,Conformer-based architectures remain computational expensive due to the quadratic increase in the spatial and temporal complexity of their softmax-based attention mechanisms with sequence length.In addition,Conformerbased architectures may not provide sufficient flexibility for modeling local dependencies at different granularities.To mitigate these limitations,this study introduces a novel AVSR framework based on a ReLU-based Sparse and Grouped Conformer(RSG-Conformer)architecture.Specifically,we propose a Global-enhanced Sparse Attention(GSA)module incorporating an efficient context restoration block to recover lost contextual cues.Concurrently,a Grouped-scale Convolution(GSC)module replaces the standard Conformer convolution module,providing adaptive local modeling across varying temporal resolutions.Furthermore,we integrate a Refined Intermediate Contextual CTC(RIC-CTC)supervision strategy.This approach applies progressively increasing loss weights combined with convolution-based context aggregation,thereby further relaxing the constraint of conditional independence inherent in standard CTC frameworks.Evaluations on the LRS2 and LRS3 benchmark validate the efficacy of our approach,with word error rates(WERs)reduced to 1.8%and 1.5%,respectively.These results further demonstrate and validate its state-of-the-art performance in AVSR tasks. 展开更多
关键词 Audio-visual speech recognition CONFORMER CTC sparse attention
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Discrete Polyesters Featuring a Cyclic Pendant Group
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作者 Shuai Wang Qin He +3 位作者 Xi-Tong Chen Dong-Dong Zhou Zhan-Hui Gan Xue-Hui Dong 《Chinese Journal of Polymer Science》 2026年第2期416-422,I0012,共8页
In contrast to cyclic polymers with ring-like backbones,side-chain cyclization is another intriguing structural feature that has not been extensively studied.In this study,a library of orthogonally protected monomers ... In contrast to cyclic polymers with ring-like backbones,side-chain cyclization is another intriguing structural feature that has not been extensively studied.In this study,a library of orthogonally protected monomers featuring monocyclic,dicyclic,or tricyclic pendant motifs was designed and prepared based on malic acid derivatives.Polyesters with precise chemical structures and uniform chain lengths were prepared modularly through iterative growth.Meticulous control over the chemical details allows for a close investigation of the topological effects on the polymer properties.Compared to their linear side chain counterparts,the presence of cyclic pendant groups has a significant impact on chain conformation,leading to a reduction in hydrodynamic volume and an enhancement in the glass transition temperature.These results underscore the potential of tailoring polymer properties through rational engineering of side chain topology. 展开更多
关键词 Discrete polymer Iterative growth Side chain topology Cyclic conformation
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A novel Angle-Constrained Optimization method of Conformal Lattice Structures
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作者 Jun Yan Weibin Xu +2 位作者 Fuhao Wang Sixu Huo Kun Yan 《Computer Modeling in Engineering & Sciences》 2026年第2期269-295,共27页
Conformal truss-like lattice structures face significant manufacturability challenges in additive manufac-turing due to overhang angle limitations.To address this problem,we propose a novel angle-constrained optimizat... Conformal truss-like lattice structures face significant manufacturability challenges in additive manufac-turing due to overhang angle limitations.To address this problem,we propose a novel angle-constrained optimization method grounded in the global adjustment of nodal coordinates.First,a build direction is selected to minimize the number of violating struts.Then,an angular-constraint matrix is assembled from strut direction vectors,and analytical sensitivities with respect to nodal coordinates are derived to enable efficient constrained optimization under nonlinear angular inequality constraints.Numerical studies on two complex curved-surface lattices demonstrate that all overhang violations are eliminated while only minor changes are induced in global stiffness and strength.In particular,the maximum displacement of an ergonomic insole varies by only 2.87%after optimization.The results confirm the method’s versatility and engineering robustness,providing a practical approach for additive manufacturing-oriented lattice structure design. 展开更多
关键词 Conformal lattice structures additive manufacturing structural optimization complex structures
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3D printed high-temperature ceramic conformal array antenna:Design,analysis,manufacturing,and testing
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作者 Peng Li Ruibo Li +5 位作者 Zijiao Fan Jiujiu Han Guangda Ding Qunbiao Wang Wanye Xu Paolo Rocca 《Defence Technology(防务技术)》 2026年第1期340-353,共14页
In this study,the design,analysis,manufacturing,and testing of a 3D-printed conformal microstrip array antenna for high-temperature environments is presented.3D printing technology is used to fabricate a curved cerami... In this study,the design,analysis,manufacturing,and testing of a 3D-printed conformal microstrip array antenna for high-temperature environments is presented.3D printing technology is used to fabricate a curved ceramic substrate,and laser sintering and microdroplet spraying processes are used to add the conductive metal on the curved substrate.The problems of gain loss,bandwidth reduction,and frequency shift caused by high temperatures are addressed by using a proper antenna design,with parasitic patches,slots,and metal resonant cavities.The antenna prototype is characterized by the curved substrates and the conductive metals for the power dividers,the patch,and the ground plane;its performance is examined up to a temperature of 600℃in a muffle furnace and compared with the results from the numerical analysis.The results show that the antenna can effectively function at 600℃and even higher temperatures. 展开更多
关键词 Ceramic antenna Conformal array High-temperature environment 3D printing High gain and wide band
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Erratum:Bone Regeneration Eff cacy and Applicability of Defect-Fitting 4D Scaffolds Based on Shape Conformity in Three-dimensional Curved Bone Defects
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作者 Min-Soo Ghim Se-Jin Jang +3 位作者 Eun-Yong Choi Meiling Quan Young-Yul Kim Young-Sam Cho 《Journal of Bionic Engineering》 2026年第1期550-550,共1页
The original online version of this article was revised:The layout update for Article 758 has impacted the page range in the published issue,but did not affect the scholarly content.To ensure consistency with the orig... The original online version of this article was revised:The layout update for Article 758 has impacted the page range in the published issue,but did not affect the scholarly content.To ensure consistency with the originally assigned pages(2595-2614),we will need to publish an erratum to correct the article and restore the original page range.The original article has been corrected. 展开更多
关键词 defect fitting D scaffolds layout update shape conformity three dimensional curved bone defects bone regeneration
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