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Elimination of cracks in stainless steel casings via 3D printed sand molds with an internal topology structure
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作者 Jun-hang Xu Bao-zhi Li +6 位作者 Zhao-wei Song Yun-bao Gao Jing-ming Li Yu Wang Qiu-lin Wen Heng Cao Zeng-rui Wang 《China Foundry》 SCIE EI CAS CSCD 2024年第4期319-326,共8页
The important supporting component in a gas turbine is the casing,which has the characteristics of large size,complex structure,and thin wall.In the context of existing 3DP sand casting processes,casting crack defects... The important supporting component in a gas turbine is the casing,which has the characteristics of large size,complex structure,and thin wall.In the context of existing 3DP sand casting processes,casting crack defects are prone to occur.This leads to an increase in the scrap rate of casings,causing significant resource wastage.Additionally,the presence of cracks poses a significant safety hazard after the casings are put into service.The generation of different types of crack defects in stainless steel casings is closely related to casting stress and the high-temperature concession of the sand mold.Therefore,the types and causes of cracks in stainless steel casing products,based on their structural characteristics,were systematically analyzed.Various sand molds with different internal topology designs were printed using the 3DP technology to investigate the impact of sand mold structures on high-temperature concession.The optimal sand mold structure was used to cast casings,and the crack suppression effect was verified by analyzing its eddy current testing results.The experimental results indicate that the skeleton structure has an excellent effect on suppressing cracks in the casing.This research holds important theoretical and engineering significance in improving the quality of casing castings and reducing production costs. 展开更多
关键词 gas turbine casing crack defects 3D printed sand mold topological structure high-temperature concession
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Data-Driven Structural Topology Optimization Method Using Conditional Wasserstein Generative Adversarial Networks with Gradient Penalty
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作者 Qingrong Zeng Xiaochen Liu +2 位作者 Xuefeng Zhu Xiangkui Zhang Ping Hu 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第12期2065-2085,共21页
Traditional topology optimization methods often suffer from the“dimension curse”problem,wherein the com-putation time increases exponentially with the degrees of freedom in the background grid.Overcoming this challe... Traditional topology optimization methods often suffer from the“dimension curse”problem,wherein the com-putation time increases exponentially with the degrees of freedom in the background grid.Overcoming this challenge,we introduce a real-time topology optimization approach leveraging Conditional Generative Adversarial Networks with Gradient Penalty(CGAN-GP).This innovative method allows for nearly instantaneous prediction of optimized structures.Given a specific boundary condition,the network can produce a unique optimized structure in a one-to-one manner.The process begins by establishing a dataset using simulation data generated through the Solid Isotropic Material with Penalization(SIMP)method.Subsequently,we design a conditional generative adversarial network and train it to generate optimized structures.To further enhance the quality of the optimized structures produced by CGAN-GP,we incorporate Pix2pixGAN.This augmentation results in sharper topologies,yielding structures with enhanced clarity,de-blurring,and edge smoothing.Our proposed method yields a significant reduction in computational time when compared to traditional topology optimization algorithms,all while maintaining an impressive accuracy rate of up to 85%,as demonstrated through numerical examples. 展开更多
关键词 Real-time topology optimization conditional generative adversarial networks dimension curse CMES 2024 vol.141 no.3
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Application of Topology Optimization Technology based on Inspire and 3D Printing in Lightweight Design of Quadrotor UAV
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作者 SONG Xiaobo LI Xijin MAO Qiuying 《International Journal of Plant Engineering and Management》 2023年第1期45-58,共14页
This paper takes the fuselage bracket of the quadrotor UAV as the object,combined with the characteristics of less constraints in the 3D printing process,achieves the optimal structure of the UAV body structure design... This paper takes the fuselage bracket of the quadrotor UAV as the object,combined with the characteristics of less constraints in the 3D printing process,achieves the optimal structure of the UAV body structure design form,using the inspire topology optimization analysis,with the optimization goal of maximizing the overall stiffness and the optimized structure was checked for strength and verified by 3D printing prototype.The results show that under the premise of meeting the design strength and stiffness requirements,the mass is reduced by 53.29%compared with the original design.The research shows that the application of topology optimization and 3D printing technology to the structural design of UAVs will achieve significant weight reduction effects,providing a feasible way to realize lightweight,complex and integrated design and manufacturing of components. 展开更多
关键词 INSPIRE topology optimization 3D printing UAV lightweight design
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Fast Mesh Reconstruction from Single View Based on GCN and Topology Modification 被引量:1
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作者 Xiaorui Zhang Feng Xu +2 位作者 Wei Sun Yan Jiang Yi Cao 《Computer Systems Science & Engineering》 SCIE EI 2023年第5期1695-1709,共15页
3D reconstruction based on single view aims to reconstruct the entire 3D shape of an object from one perspective.When existing methods reconstruct the mesh surface of complex objects,the surface details are difficult ... 3D reconstruction based on single view aims to reconstruct the entire 3D shape of an object from one perspective.When existing methods reconstruct the mesh surface of complex objects,the surface details are difficult to predict and the reconstruction visual effect is poor because the mesh representation is not easily integrated into the deep learning framework;the 3D topology is easily limited by predefined templates and inflexible,and unnecessary mesh self-intersections and connections will be generated when reconstructing complex topology,thus destroying the surface details;the training of the reconstruction network is limited by the large amount of information attached to the mesh vertices,and the training time of the reconstructed network is too long.In this paper,we propose a method for fast mesh reconstruction from single view based on Graph Convolutional Network(GCN)and topology modification.We use GCN to ensure the generation of high-quality mesh surfaces and use topology modification to improve the flexibility of the topology.Meanwhile,a feature fusion method is proposed to make full use of the features of each stage of the image hierarchically.We use 3D open dataset ShapeNet to train our network and add a new weight parameter to speed up the training process.Extensive experiments demonstrate that our method can not only reconstruct object meshes on complex topological surfaces,but also has better qualitative and quantitative results. 展开更多
关键词 3D surface reconstruction deep learning GCN topology modification end-to-end framework
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Topology Search of 3-DOF Translational Parallel Manipulators with Three Identical Limbs for Leg Mechanisms 被引量:4
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作者 WANG Mingfeng CECCARELLI Marco 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2015年第4期666-675,共10页
Three-degree of freedom(3-DOF) translational parallel manipulators(TPMs) have been widely studied both in industry and academia in the past decades. However, most architectures of 3-DOF TPMs are created mainly on ... Three-degree of freedom(3-DOF) translational parallel manipulators(TPMs) have been widely studied both in industry and academia in the past decades. However, most architectures of 3-DOF TPMs are created mainly on designers' intuition, empirical knowledge, or associative reasoning and the topology synthesis researches of 3-DOF TPMs are still limited. In order to find out the atlas of designs for 3-DOF TPMs, a topology search is presented for enumeration of 3-DOF TPMs whose limbs can be modeled as 5-DOF serial chains. The proposed topology search of 3-DOF TPMs is aimed to overcome the sensitivities of the design solution of a 3-DOF TPM for a LARM leg mechanism in a biped robot. The topology search, which is based on the concept of generation and specialization in graph theory, is reported as a step-by-step procedure with desired specifications, principle and rules of generalization, design requirements and constraints, and algorithm of number synthesis. In order to obtain new feasible designs for a chosen example and to limit the search domain under general considerations, one topological generalized kinematic chain is chosen to be specialized. An atlas of new feasible designs is obtained and analyzed for a specific solution as leg mechanisms. The proposed methodology provides a topology search for 3-DOF TPMs for leg mechanisms, but it can be also expanded for other applications and tasks. 展开更多
关键词 topology search 3-DOF translational parallel manipulators(TPMs) creative design leg mechanisms
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六氟钽酸氨拓扑转变制备低深能级缺陷Ta_(3)N_(5)光阳极实现超低偏压光电化学分解水
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作者 徐伟 甄超 +7 位作者 朱华泽 姚婷婷 邱建航 梁艳 白朔 陈春林 成会明 刘岗 《Chinese Journal of Catalysis》 SCIE CAS CSCD 2024年第6期144-153,共10页
Ta_(3)N_(5)是一种具有2.1 eV直接带隙的n型半导体,其带隙跨越水的氧化还原电位.此外,Ta_(3)N_(5)的理论太阳能制氢效率(STH)高达15.9%,超过商业化应用的效率门槛(10%),是一种理想的光电化学分解水制氢光阳极材料.采用Ta2O5作为前驱体,... Ta_(3)N_(5)是一种具有2.1 eV直接带隙的n型半导体,其带隙跨越水的氧化还原电位.此外,Ta_(3)N_(5)的理论太阳能制氢效率(STH)高达15.9%,超过商业化应用的效率门槛(10%),是一种理想的光电化学分解水制氢光阳极材料.采用Ta2O5作为前驱体,在氨气气氛下高温氮化制备Ta_(3)N_(5)是一个由表及里的非均相氮化过程,该过程会产生大量的低价钽和氮空位等本征深能级缺陷,导致费米能级钉扎效应的产生,从而使得光生电压显著降低和光电流起始电位较高.因此,开发能够进行体相均相氮化的前驱体,以抑制Ta_(3)N_(5)深能级缺陷的产生,具有重要意义.本文采用气相溶剂热法,在钽箔上制备了一种六氟钽酸氨((NH_(4))_(2)Ta_(2)O_(3)F_(6))化合物,并以其多面体锥阵列薄膜作为前驱体,通过可控的氮化过程将前驱体结构拓扑转变为低深能级缺陷含量的Ta_(3)N_(5)多孔阵列薄膜.在高温氮化过程中,(NH_(4))_(2)Ta_(2)O_(3)F_(6)会释放含氮、氢和氟的气体小分子并形成贯穿体相的多孔通道,有利于氨气及氮化过程中产生的其他小分子物质的渗透,促进体相均匀氮化过程,避免生成大量的本征深能级缺陷.同时,(NH_(4))_(2)Ta_(2)O_(3)F_(6)中的高电负性氟离子可以减弱Ta–O键,进一步促进氮化反应.扫描电镜和透射电镜(TEM)结果表明,制备的(NH_(4))_(2)Ta_(2)O_(3)F_(6)是具有实心结构的多面体锥阵列薄膜,而拓扑转变所得的Ta_(3)N_(5)多面体锥薄膜具有多孔结构.X射线光电子能谱(XPS)、紫外-可见漫反射光谱和稳态/瞬态光电压谱表征结果表明,通过(NH_(4))_(2)Ta_(2)O_(3)F_(6)拓扑转变制备Ta_(3)N_(5)可有效抑制Ta_(3)N_(5)薄膜中深能级缺陷的形成.采用两种产氧反应助催化剂依次修饰后,XPS和TEM结果显示出助催化剂的双壳层结构与化学组成.光电化学分解水测试结果表明,所制得的Ta_(3)N_(5)光阳极在AM1.5G模拟太阳光的照射下,可展现出0.2 V_(RHE)(vs.RHE)的极低光电流起始电位,且在1.23 V_(RHE)时的光电流密度可达3.28 mA cm^(–2),经过连续5 h的稳定性测试,仍能保持初始值的85%.此外,稳定性测试前后助催化剂的XPS和TEM结果表明,Ta_(3)N_(5)光阳极光电流下降的原因可能是产氧助催化剂中硼物种的消耗.而通过减小(NH_(4))_(2)Ta_(2)O_(3)F_(6)多面体锥前驱体的尺寸,可以进一步减少Ta_(3)N_(5)薄膜中的本征深能级缺陷的含量,修饰助催化剂后可在0 V_(RHE)下展现出光电催化水氧化活性.综上所述,通过(NH_(4))_(2)Ta_(2)O_(3)F_(6)新型前驱体拓扑转变制备了低深能级缺陷含量的Ta_(3)N_(5)光阳极,表现出极低的光电流起始电位,为构建无偏压下自发全分解水的低深能级缺陷浓度的Ta_(3)N_(5)光电极提供了一种新途径,该方法也可拓展至其他过渡金属氮化物的可控制备与缺陷调控. 展开更多
关键词 (NH_(4))_(2)Ta_(2)O_(3)F_(6) 拓扑转变 低缺陷Ta3N5 起始电位 光电化学分解水
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Hydrothermal Synthesis,Structure and Photo-luminescence of a 2D Lead(Ⅱ) Coordination Polymer with (4,6^3)Topology Based on Pb and 1,2,3,4-Butanetetracarboxylate Nodes 被引量:1
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作者 傅海萍 林景祥 +1 位作者 胡海春 王玉玲 《Chinese Journal of Structural Chemistry》 SCIE CAS CSCD 2010年第5期686-689,共4页
A lead(II) coordination polymer,{[Pb2(butca)(H2O)2](H2O)2}n (1),has been synthe-sized by the hydrothermal reaction of Pb(OH)2 and 1,2,3,4-butanetetracarboxylic acid (H4butca) at 160 °C.Single-crysta... A lead(II) coordination polymer,{[Pb2(butca)(H2O)2](H2O)2}n (1),has been synthe-sized by the hydrothermal reaction of Pb(OH)2 and 1,2,3,4-butanetetracarboxylic acid (H4butca) at 160 °C.Single-crystal X-ray analyses reveal that it crystallizes in monoclinic,space group P21/c with a=7.616(5),b=7.584(4),c=12.314(7),β=105.595(12)o,V=685.0(7)3,Z=4,C8H14O12Pb2,Mr=716.57,Dc=3.474 g/cm3,μ=24.610 mm-1,F(000)=644,the final R=0.0381 and wR=0.1176 for 1465 observed reflections with I 〉 2σ(I).The complex presents a 2D-layered structure featuring two different types of rings,and has a (4,36)topology based on Pb and butca4-nodes.In solid state,complex 1 shows photoluminescence with the maximum emission intensity at 468 nm under 286 nm excitation. 展开更多
关键词 lead(II) complex crystal structure (4 6^3 topology photoluminescence
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拓扑切换下基于SO(3)的四旋翼时变编队跟踪控制
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作者 胡树欣 毕文豪 +1 位作者 李铭浩 张安 《电光与控制》 CSCD 北大核心 2024年第2期12-20,共9页
针对有向拓扑切换条件下的多四旋翼无人机时变编队跟踪控制问题,在领航-跟随策略下,利用局部邻居状态信息构造了性能约束下基于特殊正交群SO(3)的一致性控制协议。在该协议中,领航无人机的信息仅能提供给邻居无人机,且邻居无人机集合会... 针对有向拓扑切换条件下的多四旋翼无人机时变编队跟踪控制问题,在领航-跟随策略下,利用局部邻居状态信息构造了性能约束下基于特殊正交群SO(3)的一致性控制协议。在该协议中,领航无人机的信息仅能提供给邻居无人机,且邻居无人机集合会发生变化。采用特殊正交群SO(3)空间中的旋转矩阵表征四旋翼的姿态,在此基础上设计姿态控制器,提高了编队控制的收敛速度。仿真实验表明,当有向拓扑切换的驻留时间大于固定阈值且满足时变编队跟踪控制可行性条件时,采用所设计控制律可使集群系统实现时变编队队形控制,验证了所提算法的有效性。 展开更多
关键词 四旋翼无人机 拓扑切换 编队控制 SO(3)
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Topology optimization of 3D structures with design-dependent loads 被引量:1
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作者 Hui Zhang 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2010年第5期767-775,共9页
Topology optimization of continuum structures with design-dependent loads has long been a challenge. In this paper, the topology optimization of 3D structures subjected to design-dependent loads is investigated. A bou... Topology optimization of continuum structures with design-dependent loads has long been a challenge. In this paper, the topology optimization of 3D structures subjected to design-dependent loads is investigated. A boundary search scheme is proposed for 3D problems, by means of which the load surface can be identified effectively and efficiently, and the difficulties arising in other approaches can be overcome. The load surfaces are made up of the boundaries of finite elements and the loads can be directly applied to corresponding element nodes, which leads to great convenience in the application of this method. Finally, the effectiveness and efficiency of the proposed method is validated by several numerical examples. 展开更多
关键词 Design-dependent loads topology optimization 3D structures - Load surface Pressure loading
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A review of the design methods of complex topology structures for 3D printing 被引量:1
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作者 Jiawei Feng Jianzhong Fu +2 位作者 Zhiwei Lin Ce Shang Bin Li 《Visual Computing for Industry,Biomedicine,and Art》 2018年第1期34-49,共16页
As a matter of fact,most natural structures are complex topology structures with intricate holes or irregular surface morphology.These structures can be used as lightweight infill,porous scaffold,energy absorber or mi... As a matter of fact,most natural structures are complex topology structures with intricate holes or irregular surface morphology.These structures can be used as lightweight infill,porous scaffold,energy absorber or micro-reactor.With the rapid advancement of 3D printing,the complex topology structures can now be efficiently and accurately fabricated by stacking layered materials.The novel manufacturing technology and application background put forward new demands and challenges to the current design methodologies of complex topology structures.In this paper,a brief review on the development of recent complex topology structure design methods was provided;meanwhile,the limitations of existing methods and future work are also discussed in the end. 展开更多
关键词 Complex topology structure Computer-aided design 3D printing Optimization design
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团簇MnPS_(3)电子性质分析
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作者 原琳 方志刚 +2 位作者 刘立娥 魏代霞 宋静丽 《广西师范大学学报(自然科学版)》 CAS 北大核心 2024年第2期159-165,共7页
为探究团簇MnPS_(3)的电子性质,设计出团簇MnPS_(3)模型,运用密度泛函理论,在B3LYP/def2-tzvp水平下对其进行优化处理,最终得到9种优化构型;利用原子电荷量、布居数以及电子自旋密度对团簇MnPS_(3)的电子性质进行综合分析。实验结果表明... 为探究团簇MnPS_(3)的电子性质,设计出团簇MnPS_(3)模型,运用密度泛函理论,在B3LYP/def2-tzvp水平下对其进行优化处理,最终得到9种优化构型;利用原子电荷量、布居数以及电子自旋密度对团簇MnPS_(3)的电子性质进行综合分析。实验结果表明,由团簇MnPS_(3)布居数可知,电子主要由Mn原子的3d轨道、P原子的3s和3p轨道以及S原子的3s轨道流向剩余轨道;由团簇各原子的电荷量可知,Mn和P是电子的主要提供者,且Mn的失电子能力强于P,S则是电子的主要接受者;由团簇MnPS_(3)电子自旋密度可知,若原子间电子均匀分布以及原子间存在更多自旋向下的电子,则可能使团簇MnPS_(3)具有更良好的稳定性。 展开更多
关键词 MnPS_(3) 二维磁性材料 布居数 电子自旋密度 拓扑学 密度泛函理论
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Bi_(2)(Se_(0.53)Te_(0.47))_(3)纳米线的制备及其圆偏振光致电流效应
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作者 冯世尊 俞金玲 《福州大学学报(自然科学版)》 CAS 北大核心 2024年第1期14-19,共6页
采用化学气相沉积法制备Bi_(2)(Se_(0.53)Te_(0.47))_(3)纳米线,利用扫描电子显微镜和X射线能谱仪对其进行表征,并研究样品的圆偏振光致电流效应(circular photogalvanic effect, CPGE).利用1 064 nm激光激发,分别测试激光入射面垂直于... 采用化学气相沉积法制备Bi_(2)(Se_(0.53)Te_(0.47))_(3)纳米线,利用扫描电子显微镜和X射线能谱仪对其进行表征,并研究样品的圆偏振光致电流效应(circular photogalvanic effect, CPGE).利用1 064 nm激光激发,分别测试激光入射面垂直于纳米线和平行于纳米线时的CPGE电流.实验结果表明,测得的CPGE电流主要来自纳米线的拓扑表面态.激光垂直入射纳米线时的CPGE电流不为0,说明CPGE电流来源于纳米线能带的六角翘曲效应.本研究测得的Bi_(2)(Se_(0.53)Te_(0.47))_(3)纳米线的CPGE电流比文献报导的Bi2(Te0.23Se0.77)3纳米线增大2倍以上,这是因为Te组分的增加不但使得费米能级更加靠近狄拉克点,还降低了纳米线中载流子复合的概率,二者共同作用,使得CPGE电流增大. 展开更多
关键词 Bi_(2)(Se_(0.53)Te_(0.47))_(3)纳米线 拓扑绝缘体 化学气相沉积 圆偏振光致电流效应
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Nonvolatile ferroelectric control of electronic properties of Bi2Te3
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作者 Xusheng Ding Yunfei Li +2 位作者 Chaoyang Kang Ye-Heng Song Weifeng Zhang 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第11期378-383,共6页
Nonvolatile electric-field control of the unique physical characteristics of topological insulators (TIs) is essential forthe fundamental research and development of practical electronic devices. Electrically tunable ... Nonvolatile electric-field control of the unique physical characteristics of topological insulators (TIs) is essential forthe fundamental research and development of practical electronic devices. Electrically tunable transport properties throughgating materials have been extensively investigated. However, the relatively weak and volatile tunability limits its practicalapplications in spintronics. Here, we demonstrate the nonvolatile electric-field control of Bi2Te3 transport properties viaconstructing ferroelectric Rashba architectures, i.e., 2D Bi2Te3/a-In2Se3 ferroelectric field-effect transistors. By switchingthe polarization states of a-In2Se3, the Fermi level, resistance, Fermi wave vector, carrier mobility, carrier density andmagnetoresistance (MR) of the Bi2Te3 film can be effectively modulated. Importantly, a shift of the Fermi level towards aband gap with a surface state occurs as switching to a negative polarization state, the contribution of the surface state to theconductivity then increases, thereby increasing the carrier mobility and electron coherence length significantly, resulting inthe enhanced weak anti-localization (WAL) effect. These results provide a nonvolatile electric-field control method to tunethe electronic properties of TI and can further extend to quantum transport properties. 展开更多
关键词 topological insulator weak anti-localization effect a-In2Se3 electrical transport characteristics
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A Three-dimensional Zinc 1,3,5-Benzene-tricarboxylate with Rutile Topology Isolated in DMSO Solvothermal Reaction
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作者 于淼 刘术侠 《Chinese Journal of Structural Chemistry》 SCIE CAS CSCD 2010年第3期353-358,共6页
A new zinc 1,3,5-benzenetricarboxylate Zn3(BTC)2(DMSO)4(BTC=1,3,5-benzenetricarboxylate) has been solvothermally synthesized in DMSO and structurally determined by X-ray single-crystal diffraction.It crystallize... A new zinc 1,3,5-benzenetricarboxylate Zn3(BTC)2(DMSO)4(BTC=1,3,5-benzenetricarboxylate) has been solvothermally synthesized in DMSO and structurally determined by X-ray single-crystal diffraction.It crystallizes in the monoclinic system,space group P21/c with a=10.0861(11),b=10.2527(11),c=16.4013(18),β=95.478(2)°,V=1688.3(3)3,Z=2,Zn3S4C26H30O16,Mr=922.85,Dc=1.815 g/cm3,F(000)=936,μ=2.434 mm-1,R=0.0319 and wR=0.0755.This compound consists of trimeric zinc clusters and BTC linkers.Alternate connection of these trimeric zinc clusters and BTC linkers results in a three-dimensional(3,6)-connected frame-work with rutile topology. 展开更多
关键词 coordination polymer 1 3 5-benzenetricarboxylate rutile topology DMSO solvothermal reaction
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Disharmonious Ventricular Relationship and Topology for the Given Atrioventricular Connections.Contemporary Diagnostic Approach Using 3D Modeling and Printing
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作者 Shi-Joon Yoo Ankavipar Saprungruang +1 位作者 Christopher Z.Lam Robert H.Anderson 《Congenital Heart Disease》 SCIE 2022年第5期495-504,共10页
In the last issue,two case reports separately present examples of the extremely rare and complex congenital heart diseases that show concordant atrioventricular connections to the L-looped ventricles in the presence o... In the last issue,two case reports separately present examples of the extremely rare and complex congenital heart diseases that show concordant atrioventricular connections to the L-looped ventricles in the presence of situs solitus.Both cases highlight that the relationship between the two ventricles within the ventricular mass is not always harmonious with the given atrioventricular connection.Such disharmony between the connections and relationships requires careful assessment of the three basic facets of cardiac building blocks,namely their morphology,the relationship of their component parts,and their connections with the adjacent segments.3D imaging and printing can now facilitate an otherwise difficult diagnosis in such complex situations.Rotation of either the 3D images or the models permit accurate assessment of the ventricular topologic pattern by creating the right ventricular en-face septal view,thus facilitating placement of the observer’s hands.As we now emphasize,an alternative approach,which might prove more attractive to imagers,is to rotate the ventricular mass to provide the ventricular apical view,thus permitting determination of the ventricular relationship without using the hands. 展开更多
关键词 Segmental approach disharmony between connection and relationship ventricular loop pattern ventricular topology juxtaposition of atrial appendages 3D modeling 3D printing
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Defect detection and repair algorithm for structures generated by topology optimization based on 3D hierarchical fully convolutional network 被引量:1
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作者 Zhiyu Wan Hai Lan +1 位作者 Sichao Lin Houde Dai 《Biomimetic Intelligence & Robotics》 EI 2024年第2期24-31,共8页
Customized 3D-printed structural parts are widely used in surgical robotics.To satisfy the mechanical properties and kinematic functions of these structural parts,a topology optimization technique is adopted to obtain... Customized 3D-printed structural parts are widely used in surgical robotics.To satisfy the mechanical properties and kinematic functions of these structural parts,a topology optimization technique is adopted to obtain the optimal structural layout while meeting the constraints and objectives.However,topology optimization currently faces some practical challenges that must be addressed,such as ensuring that structures do not have significant defects when converted to additive manufacturing models.To address this problem,we designed a 3D hierarchical fully convolutional network(FCN)to predict the precise position of the defective structures.Based on the prediction results,an effective repair strategy is adopted to repair the defective structure.A series of experiments is conducted to demonstrate the effectiveness of our approach.Compared to the 2D fully convolutional network and the rule-based detection method,our approach can accurately capture most defect structures and achieve 89.88%precision and 95.59%recall.Furthermore,we investigate the impact of different ways to increase the receptive field of our model,as well as the trade-off between different defect-repairing strategies.The results of the experiment demonstrate that the hierarchical structure,which increases the receptive field,can substantially improve the defect detection performance.To the best of our knowledge,this paper is the first to investigate 3D defect prediction and repair for topology optimization in conjunction with deep learning algorithms,providing practical tools and new perspectives for the subsequent development of topology optimization techniques. 展开更多
关键词 topology optimization Additive manufacturing Deep learning 3D semantic segmentation Defect detection
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Three-dimensional Reconstruction of Geological Solids Based on Section Topology Reasoning 被引量:12
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作者 HE Zhenwen WU Chonglong +1 位作者 TIAN Yiping MAO Xiaoping 《Geo-Spatial Information Science》 2008年第3期201-208,共8页
In order to solve the dynamic reconstruction and local updating problem of three-dimensional geological solids, topology reasoning is used for three-dimensional geological modeling. This can advance the level of the c... In order to solve the dynamic reconstruction and local updating problem of three-dimensional geological solids, topology reasoning is used for three-dimensional geological modeling. This can advance the level of the corresponding section automation in implementing the 3D geological solid dynamical reconstruction by the construction of and reasoning on topology on the 3D curved surface. This method has been successfully used in the Nanjing city geological modeling and the Zijin gold mine modeling. The results prove that this method adapts to coplanar section and noncoplanar section data, and improves the efficiency of 3D geological modeling. 展开更多
关键词 geological section topology reasoning 3D geological solid reconstruction
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Synthesis, Crystal Structure, and Topology Analysis of One Novel Interpenetrated 2D Cobalt Coordination Polymer, {[Co(HTCB)(4,4'-btb)]·H_2O}_n 被引量:3
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作者 高艳 范黎明 +2 位作者 宋维阔 刘新征 张修堂 《Chinese Journal of Structural Chemistry》 SCIE CAS CSCD 2014年第9期1333-1338,共6页
One novel cobalt coordination polymer, {[Co(HTCB)(4,4'btb)]'HzO}n (1, H3TCB = 1,3,5-tris(4-carboxyphenyl)benzene, 4,4'-btb = 4,4'-bis(1,2,4-triazol-3-yl)biphenyl), has been synthesized and characterized ... One novel cobalt coordination polymer, {[Co(HTCB)(4,4'btb)]'HzO}n (1, H3TCB = 1,3,5-tris(4-carboxyphenyl)benzene, 4,4'-btb = 4,4'-bis(1,2,4-triazol-3-yl)biphenyl), has been synthesized and characterized by elemental analysis, IR, powder X-ray diffraction (PXRD), and thermogravimetric (TG) analyses. X-ray diffraction analysis reveals that complex 1 is a 2D 2-fold interpenetrated {44,62}-sql [Co(HTCB)(4,4'-btb)] sheet based on the 1D [Co(HTCB)]n chains and 1D [Co(4,4'-btb)]n chains. The crystal of 1 crystallizes in triclinic, space group P1 with a = 9.529(12), b = 13.914(16), c = 14.906(17) A, V= 1903(4) A3, Z = 2, C45H34N6CoO71 Mr= 829.71, Dc = 1.448 g/cm3, F(000) = 858 andμ(MoKa) = 0.514 mm-1. The final R = 0.0655 and wR = 0.1136 for 6603 observed reflections with 1 〉 2a(/) and R = 0.1136 and wR = 0.1747 for all data. 展开更多
关键词 1 3 5-tris(4-carboxyphenyl)benzene 4 4'-bis(1 2 4-triazol-3-yl)biphenyl cobalt interpenetrated topology
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Molecular-beam epitaxy of topological insulator Bi_2Se_3(111) and (221) thin films 被引量:1
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作者 谢茂海 郭欣 +1 位作者 徐忠杰 何永健 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第6期91-98,共8页
This paper presents an overview of the growth of Bi2Se3, a prototypical three-dimensional topological insulator, by molecular-beam epitaxy on various substrates. Comparison is made between the growth of Bi2 Se3 (111... This paper presents an overview of the growth of Bi2Se3, a prototypical three-dimensional topological insulator, by molecular-beam epitaxy on various substrates. Comparison is made between the growth of Bi2 Se3 (111) on van der Waals (vdW) and non-vdW substrates, with attention paid to twin suppression and strain. Growth along the [221] direction of Bi2Se3 on InP (001) and GaAs (001) substrates is also discussed. 展开更多
关键词 topological insulator molecular-beam epitaxy Bi2Se3 twin domain STRAIN
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The preparation process and feature of the topological insulator Bi_2Te_3 被引量:1
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作者 Peng Chen Dajin Zhou +2 位作者 Pingyuan Li Yajing Cui Yongliang Chen 《Journal of Modern Transportation》 2014年第1期59-63,共5页
Topological insulators are insulating in the bulkbut have metallic surface states. Its unique physicochemicalproperties can find numerous applications in electronics,spintronics, photonics, the energy sciences, and th... Topological insulators are insulating in the bulkbut have metallic surface states. Its unique physicochemicalproperties can find numerous applications in electronics,spintronics, photonics, the energy sciences, and thesignal control of transportation. We report an experimentalapproach to synthesize the high-quality single crystal oftopological insulator Bi2Te3 by using self-flux method. Weobtained the optimal preparation conditions by adjustingthe parameters of heat treatment, and successfully preparedthe single-crystal Bi2Te3 sample. The as-grown sampleshave a surface with bright metallic luster and are soft andfragile. Furthermore, Bi2Te3 has the obvious layer structurefrom SEM results. The data of X-ray diffraction andscanning electron microscope show that Bi2Te3 singlecrystal grows along the c-axis with the order of Te(1)–Bi–Te(2)–Bi–Te(1) and crystallizes in the hexagonal systemwith space group of R/3 m. The q–T curve shows that qdecreases with temperature, showing metallic behaviorover the whole temperature range. 展开更多
关键词 BI2TE3 Single crystal topological insulator
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