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The chemical environment and structural ordering in liquid Mg-Y-Zn system:An ab-initio molecular dynamics investigation of melt for the formation mechanism of LPSO structure
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作者 Tangpeng Ma Jin Wang +5 位作者 Kaiming Cheng Chengwei Zhan Jixue Zhou Jingyu Qin Guochen Zhao Xinfang Zhang 《Journal of Magnesium and Alloys》 SCIE EI CAS CSCD 2024年第2期815-824,共10页
In an effort to clarify the formation mechanism of LPSO structure in Mg-Y-Zn alloy,the chemical environment and structural ordering in liquid Mg-rich Mg-Y-Zn system are investigated with the aid of ab-initio molecular... In an effort to clarify the formation mechanism of LPSO structure in Mg-Y-Zn alloy,the chemical environment and structural ordering in liquid Mg-rich Mg-Y-Zn system are investigated with the aid of ab-initio molecular dynamics simulation.In liquid Mg-rich Mg-Y alloys,the strong Mg-Y interaction is determined,which promotes the formation of fivefold symmetric local structure.For Mg-Zn alloys,the weak Mg-Zn interaction results in the fivefold symmetry weakening in the liquid structure.Due to the coexistence of Y and Zn,the strong attractive interaction is introduced in liquid Mg-Y-Zn ternary alloy,and contributes to the clustering of Mg,Y,Zn launched from Zn.What is more,the distribution of local structures becomes closer to that in pure Mg compared with that in binary Mg-Y and Mg-Zn alloys.These results should relate to the origins of the Y/Zn segregation zone and close-packed stacking mode in LPSO structure,which provides a new insight into the formation mechanism of LPSO structure at atomic level. 展开更多
关键词 Mg-Y-Zn Chemical environment Structural ordering ab-initio molecular dynamics
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Effect of long-period stacking ordered structure on very high cycle fatigue properties of Mg-Gd-Y-Zn-Zr alloys
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作者 Xiangyu WANG Chao HE +3 位作者 Xue Li Lang LI Yongjie LIU Qingyuan WANG 《Journal of Magnesium and Alloys》 SCIE EI CAS CSCD 2023年第8期2811-2822,共12页
Magnesium alloys with a long-period stacking ordered(LPSO)structure usually possess excellent static strength,but their fatigue behaviors are poorly understood.This work presents the effect of the LPSO structure on th... Magnesium alloys with a long-period stacking ordered(LPSO)structure usually possess excellent static strength,but their fatigue behaviors are poorly understood.This work presents the effect of the LPSO structure on the crack behaviors of Mg alloys in a very high cycle fatigue(VHCF)regime.The LPSO lamellas lead to a facet-like cracking process along the basal planes at the crack initiation site and strongly prohibit the early crack propagation by deflecting the growth direction.The stress intensity factor at the periphery of the faceted area is much higher than the conventional LPSO-free Mg alloys,contributing higher fatigue crack propagation threshold of LPSO-containing Mg alloys.Microstructure observation at the facets reveals a layer of ultrafine grains at the fracture surface due to the cyclic contact of the crack surface,which supports the numerous cyclic pressing model describing the VHCF crack initiation behavior. 展开更多
关键词 Fatigue crack initiation Long-period stacking ordered structure Mg alloys Ultrafine grains Very high cycle fatigue
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Ultrafine ordered L1_(2)-Pt-Co-Mn ternary intermetallic nanoparticles as high-performance oxygen-reduction electrocatalysts for practical fuel cells
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作者 Enping Wang Liuxuan Luo +12 位作者 Yong Feng Aiming Wu Huiyuan Li Xiashuang Luo Yangge Guo Zehao Tan Fengjuan Zhu Xiaohui Yan Qi Kang Zechao Zhuang Daihui Yang Shuiyun Shen Junliang Zhang 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2024年第6期157-165,I0005,共10页
The long-range periodically ordered atomic structures in intermetallic nanoparticles(INPs)can significantly enhance both the electrocatalytic activity and electrochemical stability toward the oxygen reduction reaction... The long-range periodically ordered atomic structures in intermetallic nanoparticles(INPs)can significantly enhance both the electrocatalytic activity and electrochemical stability toward the oxygen reduction reaction(ORR)compared to the disordered atomic structures in ordinary solid-solution alloy NPs.Accordingly,through a facile and scalable synthetic method,a series of carbon-supported ultrafine Pt_3Co_(x)Mn_(1-x)ternary INPs are prepared in this work,which possess the"skin-like"ultrathin Pt shells,the ordered L1_(2) atomic structure,and the high-even dispersion on supports(L1_(2)-Pt_3Co_(x)Mn_(1-x)/~SPt INPs/C).Electrochemical results present that the composition-optimized L1_(2)-Pt_3Co_(0.7)Mn_(0.3)/~SPt INPs/C exhibits the highest electrocata lytic activity among the series,which are also much better than those of the pristine ultrafine Pt/C.Besides,it also has a greatly enhanced electrochemical stability.In addition,the effects of annealing temperature and time are further investigated.More importantly,such superior ORR electrocatalytic performance of L1_(2)-Pt_3Co_(0.7)Mn_(0.3)/~SPt INPs/C are also well demonstrated in practical fuel cells.Physicochemical characterization analyses further reveal the major origins of the greatly enhanced ORR electrocata lytic performance:the Pt-Co-Mn alloy-induced geometric and ligand effects as well as the extremely high L1_(2) atomic-ordering degree.This work not only successfully develops a highly active and stable ordered ternary intermetallic ORR electrocatalyst,but also elucidates the corresponding"structure-function"relationship,which can be further applied in designing other intermetallic(electro)catalysts. 展开更多
关键词 Platinum Cobalt Manganese Oxygen reduction reaction ordered intermetallic L1_(2)atomic structure Proton-exchange membrane fuel cell
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Review on long-period stacking-ordered structures in Mg-Zn-RE alloys 被引量:12
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作者 Lu, Fumin Ma, Aibin +2 位作者 Jiang, Jinghua Yang, Donghui Zhou, Qi 《Rare Metals》 SCIE EI CAS CSCD 2012年第3期303-310,共8页
关键词 magnesium alloys long-period stacking-ordered (lpso) structure formation TRANSFORMATION strengthening mechanisms
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Formation of β' phase in LPSO structures in an Mg88Co5Y7 alloy 被引量:1
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作者 Q.Q.Jin X.H.Shao +3 位作者 Y.T.Zhou B.Zhang S.J.Zheng X.L.Ma 《Journal of Magnesium and Alloys》 SCIE EI CAS CSCD 2022年第1期175-182,共8页
Formation of β’ phase in long-period stacking ordered(LPSO) structures in an Mg;Co;Y;(at.%) alloy after aging at 200 °C for 24 h or electron beam(EB) irradiation has been studied by high-angle annular dark-fiel... Formation of β’ phase in long-period stacking ordered(LPSO) structures in an Mg;Co;Y;(at.%) alloy after aging at 200 °C for 24 h or electron beam(EB) irradiation has been studied by high-angle annular dark-field scanning transmission electron microscopy(HAADFSTEM). β’ phase was precipitated only in the Mg matrix but not in LPSO structures after aging at 200 °C for 24 h. LPSO structure containing stacking defects transforms into the β’-long phase during EB irradiation, which plays a key role in accelerating solute atoms’ diffusion. New complex β’(LPSO) structures formed in the alloy after EB irradiation, such as β’(12 H) structure with an orthorhombic lattice(Mg;Y, Cmcm,a = 2 _(a0)= 0.642 nm, b=4√3_(a0), c = 6 _(c0)= 3.12 nm). 展开更多
关键词 Magnesium alloys Long-period stacking ordered(lpso)structure HAADF-STEM β’phase
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Microstructure and mechanical properties of a compound reinforced Mg95Y2.5Zn2.5 alloy with long period stacking ordered phase and W phase 被引量:1
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作者 Shou-zhong Wu Jin-shan Zhang +3 位作者 Chun-xiang Xu Kai-bo Nie Xiao-feng Niu Zhi-yong You 《China Foundry》 SCIE 2017年第1期34-38,共5页
The microstructure evolution of Mg100-2xYxZnx(x=2, 2.5, 3, 3.5) alloys was investigated. Results show that the Mg100-2xYxZnx alloys are composed of α-Mg, long period stacking ordered(LPSO) phase and eutectic structur... The microstructure evolution of Mg100-2xYxZnx(x=2, 2.5, 3, 3.5) alloys was investigated. Results show that the Mg100-2xYxZnx alloys are composed of α-Mg, long period stacking ordered(LPSO) phase and eutectic structure phase(W phase), and the Mg95Y2.5Zn2.5 alloy has the best comprehensive mechanical properties. Subsequently, the microstructure evolution of the optimized alloy Mg95Y2.5Zn2.5 during solidification and heat treatment processes was analyzed and discussed by means of OM, SEM, TEM, XRD and DTA. After heat treatment, the lamellar phase 14H-LPSO precipitated in α-Mg and W phase transforms into particle phase(MgYZn2). Due to the compound reinforcement effect of the particle phase and LPSO phase(18R+14H), the mechanical properties of the alloy are enhanced. The tensile strength and elongation of the Mg95Y2.5Zn2.5 alloy is improved by 9.1% and 31.3% to 215 MPa and 10.5%, respectively, after solid-solution treatment. 展开更多
关键词 镁合金 Mg 95 > Y 2.5 > Zn 2.5 合金 渴望叠的时期订(lpso ) W 阶段 加重加强
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Role of Ordering Energy in Formation of Grain Structure and Special Boundaries Spectrum in Ordered Alloys with L12 Superstructure 被引量:1
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作者 O.B.Perevalova (Institute of Strength Physics and Material Science, Russian Academy of Sciences, Siberian Branch pr. Academicheskii, 2/1, 634048, Tomsk, Russia) E. V.Konovalova, N.A.Koneva and E. VKozlov (State University of Architecture and Building, Sol 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2000年第6期585-590,共6页
It was revealed that an average energy of special boundaries is proportional to APB energy in the alloys with the L12 superstructure. This fact proves the appearance of the GAPBs in the planes of location of special b... It was revealed that an average energy of special boundaries is proportional to APB energy in the alloys with the L12 superstructure. This fact proves the appearance of the GAPBs in the planes of location of special boundaries in coincidence sites of ordered alloys. It was determined that the more energy of special boundaries in ordered alloys, the more energy of complex stacking fault. There is a correlation between the distribution of special boundaries as a function its relative energy and ordering energy: the more ordering energy, the more degree of washed away of distribution. The correlation between average relative energy of special boundaries and ordering energy was detected: the more ordering energy, the more average energy of special boundaries. The reverse dependence between ordering energy and average number of special boundaries in grains limited by boundaries of general type was discovered. 展开更多
关键词 Role of Ordering Energy in Formation of Grain structure and Special Boundaries Spectrum in ordered Alloys with L12 Superstructure
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Influence of B2 ordered structure on deformation texture
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作者 毛卫民 朱国辉 +1 位作者 赵子苏 余永宁 《中国有色金属学会会刊:英文版》 CSCD 2000年第2期144-148,共5页
The formation of cold rolling textures in FeCo, CuZn and Fe 3Al based alloys with B2 structure was analyzed using X ray diffraction technology. The difference of deformation textures obviously demonstrated the differe... The formation of cold rolling textures in FeCo, CuZn and Fe 3Al based alloys with B2 structure was analyzed using X ray diffraction technology. The difference of deformation textures obviously demonstrated the different behaviors of plastic deformation in the alloys. The boundary energy of anti phase domains has important influence on the crystallographic behaviors of B2 ordered alloys during deformation. The activation of slip systems on the {110} planes should be the main deformation mechanism in B2 ordered alloys. The mechanical twinning on {112} planes appeared frequently in CuZn alloy with lower boundary energy of anti phase domains, while a rather typical rolling texture like that in BCC metals was observed in Fe 3Al alloy with incomplete B2 structure, indicating that its boundary energy of anti phase domains does not have important influence on the deformation mechanism similar to BCC metals. 展开更多
关键词 ORDERING structure BOUNDARY of anti-phase domain DEFORMATION TEXTURE
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LAMELLAR STRUCTURE IN LONG RANGE ORDERED PHASE δ′-TiN_(0.5)
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作者 Yang, Caiying Du, Jun Shi, Likai 《中国有色金属学会会刊:英文版》 EI CSCD 1997年第3期8-14,共7页
LAMELLARSTRUCTUREINLONGRANGEORDEREDPHASEδ′TiN0.5①YangGaiying,DuJun,ShiLikaiGeneralResearchInstituteforNonf... LAMELLARSTRUCTUREINLONGRANGEORDEREDPHASEδ′TiN0.5①YangGaiying,DuJun,ShiLikaiGeneralResearchInstituteforNonferrousMetals,Beij... 展开更多
关键词 LAMELLAR structure δ′ TIN 0.5 LONG RANGE ORDERING transformation
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Influence of the ordered structure of short-chain polymer molecule all-trans-β-carotene on Raman scattering cross section in liquid
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作者 曲冠男 欧阳顺利 +3 位作者 王微微 里佐威 孙成林 门志伟 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第3期444-449,共6页
We measured the resonant Raman spectra of all-trans-β-carotene in solvents with different densities and concentrations at different temperatures. The results demonstrated that the Raman scattering cross section (RSC... We measured the resonant Raman spectra of all-trans-β-carotene in solvents with different densities and concentrations at different temperatures. The results demonstrated that the Raman scattering cross section (RSCS) of short-chain polymer all-trans-β-carotene is extremely high in liquid. Resonance and strong coherent weakly damped CC bond vibrating properties play important roles under these conditions. Coherent weakly damped CC bond vibration strength is associated with molecular ordered structure. All-trans-β-carotene has highly ordered structure and strong coherent weakly damped CC bond vibrating properties, which lead to large RSCS in the solvent with large density and low concentration at low temperature. 展开更多
关键词 Raman scattering cross-section polymer molecule ordered structure
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XRD,TEM and HREM Study on B-site Ordered Structure of PMW-PZT Doped with ZnO Ceramics
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作者 万冬梅 《High Technology Letters》 EI CAS 1996年第2期76-80,共5页
The B-site ordered structure of Pb(Mg<sub>1/2</sub>W<sub>1/2</sub>)O<sub>3</sub>-Pb(Ti<sub>1-x</sub>Zr<sub>x</sub>)O<sub>3</sub> doped with ZnO c... The B-site ordered structure of Pb(Mg<sub>1/2</sub>W<sub>1/2</sub>)O<sub>3</sub>-Pb(Ti<sub>1-x</sub>Zr<sub>x</sub>)O<sub>3</sub> doped with ZnO ce-ramics is investigated by using a X-ray diffractometer,transmission electron microscopy andhigh resolution transmission electron microscopy.It is shown that(111)-type superlatticeexists in both of the XRD pattern and selected-area electron diffraction(SAED)images.Three kinds of(111)-type superlattice diffraction have been observed in[011]zone SAEDdark-field image by TEM.Two kinds of ordered structure,the large ordered regions(≥100nm)and the nanoscale ordered domains(=2-50nm),have been found by HREM.It issuggested that the dual peaks in the ε-T curve are caused by the complex dielectric proper-ties of the different ordered degree grains in the PMW-PZT doped with ZnO ceramics. 展开更多
关键词 ordered structure PMW-PZT CERAMICS
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超声振动对含LPSO结构的Mg_(98)Y_(1.0)Ni_(0.5)Al_(0.5)合金显微组织与力学性能的影响
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作者 吕书林 赵第甲 +1 位作者 计效园 郭威 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2023年第1期59-66,共8页
低Y、Ni含量的LPSO结构增强镁合金具有低成本、优异力学性能的特点。为进一步提升其综合力学性能,掺杂Al元素及熔体超声振动处理是可行的途径。通过扫描电子显微镜、能谱分析、透射电子显微镜、X射线衍射和纳米压痕测试研究掺杂Al元素后... 低Y、Ni含量的LPSO结构增强镁合金具有低成本、优异力学性能的特点。为进一步提升其综合力学性能,掺杂Al元素及熔体超声振动处理是可行的途径。通过扫描电子显微镜、能谱分析、透射电子显微镜、X射线衍射和纳米压痕测试研究掺杂Al元素后低Y、Ni含量的Mg_(98)Y_(1.0)Ni_(0.5)Al_(0.5)合金的显微组织,对比超声振动对显微组织与力学性能的影响。掺杂Al后LPSO结构的含量降低,且在块状LPSO结构相邻处析出圆整的Al_(2)NiY相。Al_(2)NiY相与LPSO结构和Mg基体在界面处均不共格。通过对熔体施加超声振动处理后,Al_(2)NiY相被有效细化为短片状,并均匀分布在基体中,阻碍微裂纹的产生和扩展,从而提高Mg98Ni0.5Y1.0Al0.5合金的力学性能。与未经超声处理Mg_(98)Ni_(0.5)Y_(1.0)Al_(0.5)合金相比,其极限抗拉强度和伸长率提升至187 MPa和7.9%,分别增长21.4%和105.7%。 展开更多
关键词 Mg-Y-Ni-Al合金 lpso结构 超声振动 显微组织 力学性能
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CRYSTAL STRUCTURE OF A LONG-PERIOD ORDERED PHASE IN Fe-C MARTENSITE AND COMPUTER SIMULATION OF ITS ELECTRON DIFFRACTION PATTERNS
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作者 REN Xiaobing WANG Xiaotian +1 位作者 K.SHIMIZU T.TADAKI(National Laboratory of Solid State Microstructures,Nanjing University Nanjing 210093,China)(School of Materials Science and Engineering,Xi’an Jiaotong University Xi’an 710049,China)(Kanazawa Institute of Techn 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 1996年第1期23-26,共4页
Different structure models of a long-period ordered phase in Fe-C martenstie formed during aging have been checked by computer simulation of electron diffraction(ED) patterns based on these models.The results showed t... Different structure models of a long-period ordered phase in Fe-C martenstie formed during aging have been checked by computer simulation of electron diffraction(ED) patterns based on these models.The results showed that the simulated ED pattern of γ'-FexC(Ⅱ) model proposed by the present authors is in good agreement with experimentally observed ED pattern.It was also confirmed that the incommensurate superperiod stems from the coexistence of several γ'-Fe_xC(H) phases with different superperiods.The Fe(144)C(24)(Fe6C) model proposed by Uwakweh et al.generated ED patterns remarkably different from the experimental ones. 展开更多
关键词 Fe-C martensite long-period ordered phase crystal structure computer simulation electron diffraction pattern
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Developing new Mg alloy as potential bone repair material via constructing weak anode nano-lamellar structure
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作者 Jinshu Xie Lele Wang +4 位作者 Jinghuai Zhang Liwei Lu Zhi Zhang Yuying He Ruizhi Wu 《Journal of Magnesium and Alloys》 SCIE EI CAS CSCD 2023年第1期154-175,共22页
The mechanics-corrosion and strength-ductility tradeoffs of magnesium(Mg)alloys have limited their applications in fields such as orthopedic implants.Herein,a fine-grain structure consisting of weak anodic nano-lamell... The mechanics-corrosion and strength-ductility tradeoffs of magnesium(Mg)alloys have limited their applications in fields such as orthopedic implants.Herein,a fine-grain structure consisting of weak anodic nano-lamellar solute-enriched stacking faults(SESFs)with the average thickness of 8 nm and spacing of 16 nm is constructed in an as-extruded Mg96.9Y1.2Ho1.2Zn0.6Zr0.1(at.%)alloy,obtaining a high yield strength(YS)of 370 MPa,an excellent elongation(EL)of 17%,and a low corrosion rate of 0.30 mm y−1(close to that of high-pure Mg)in a uniform corrosion mode.Through scanning Kelvin probe force microscopy(SKPFM),one-dimensional nanostructured SESFs are identified as the weak anode(∼24 mV)for the first time.The excellent corrosion resistance is mainly related to the weak anodic nature of SESFs and their nano-lamellar structure,leading to the more uniform potential distribution to weaken galvanic corrosion and the release of abundant Y^(3+)/Ho^(3+)from SESFs to form a more protective film with an outer Ca_(10)(PO_(4))_(6)(OH)_(2)/Y_(2)O_(3)/Ho_(2)O_(3) layer(thickness percentage of this layer:72.45%).For comparison,the as-cast alloy containing block 18R long period stacking ordered(LPSO)phase and the heat-treated alloy with fine lamellar 18R-LPSO phase(thickness:80 nm,spacing:120 nm)are also studied,and the characteristics of SESFs and 18R-LPSO phase,such as the weak anode nature of the former and the cathode nature of the latter(37-90 mV),are distinguished under the same alloy composition.Ultimately,we put forward the idea of designing Mg alloys with high mechanical and anti-corrosion properties by constructing"homogeneous potential strengthening microstructure",such as the weak anode nano-lamellar SESFs structure. 展开更多
关键词 Mg alloys Corrosion Solute-enriched stacking faults lpso structure SKPFM HYDROXYAPATITE
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Ultrasmall NiS_(2)Nanocrystals Embedded in Ordered Macroporous Graphenic Carbon Matrix for Efficiently Pseudocapacitive Sodium Storage
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作者 Zhaozhao Liu Jiang Wang +7 位作者 Ran Bi Pinyi Zhao Mengqian Wu Xinyu Liu Likun Yin Chengyang Wang Mingming Chen Kemeng Ji 《Transactions of Tianjin University》 EI CAS 2023年第2期89-100,共12页
Sodium-ion hybrid capacitor(SIHC)is one of the most promising alternatives for large-scale energy storage due to its high energy and power densities,natural abundance,and low cost.However,overcoming the imbalance betw... Sodium-ion hybrid capacitor(SIHC)is one of the most promising alternatives for large-scale energy storage due to its high energy and power densities,natural abundance,and low cost.However,overcoming the imbalance between slow Na^(+)reaction kinetics of battery-type anodes and rapid ion adsorption/desorption of capacitive cathodes is a significant challenge.Here,we propose the high-rate-performance NiS_(2)@OMGC anode material composed of monodispersed NiS_(2) nanocrystals(8.8±1.7 nm in size)and N,S-co-doped graphenic carbon(GC).The NiS_(2)@OMGC material has a three-dimensionally ordered macroporous(3DOM)morphology,and numerous NiS_(2) nanocrystals are uniformly embedded in GC,forming a core-shell structure in the local area.Ultrafine NiS_(2) nanocrystals and their nano-microstructure demonstrate high pseudocapacitive Na-storage capability and thus excellent rate performance(355.7 mAh/g at 20.0 A/g).A SIHC device fabricated using NiS_(2)@OMGC and commercial activated carbon(AC)cathode exhibits ultrahigh energy densities(197.4 Wh/kg at 398.8 W/kg)and power densities(43.9 kW/kg at 41.3 Wh/kg),together with a long life span.This outcome exemplifies the rational architecture and composition design of this type of anode material.This strategy can be extended to the design and synthesis of a wide range of high-performance electrode materials for energy storage applications. 展开更多
关键词 Sodium-ion battery Sodium-ion hybrid capacitor Three-dimensionally ordered macroporous structure Graphenic carbon NiS_(2)nanocrystals
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Bibliometry-Aware and Domain-Specific Features for Discovering Publication Hierarchically-Ordered Contexts and Scholarly-Communication Structures
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作者 Sulieman Bani-Ahmad 《Social Networking》 2017年第1期61-79,共19页
Discovering publication hierarchically-ordered contexts is the main task in context-based searching paradigm. The proposed techniques to discover publication contexts relies on the availability of domain-specific inpu... Discovering publication hierarchically-ordered contexts is the main task in context-based searching paradigm. The proposed techniques to discover publication contexts relies on the availability of domain-specific inputs, namely a pre-specified ontology terms. A problem with this technique is that the needed domain-specific inputs may not be available in some scientific disciplines. In this paper, we propose utilizing a powerful input that is naturally available in any scientific discipline to discover the hierarchically-ordered contexts of it, namely paper citation and co-authorship graphs. More specifically, we propose a set of domain-specific bibliometry-aware features that are automatically computable instead of domain-specific inputs that need experts’ efforts to prepare. Another benefit behind considering bibliometric-features to adapt to the special characteristics of the literature environment being targeted, which in turn facilitates contexts membership decision making. One key advantage of our proposal is that it considers temporal changes of the targeted publication set. 展开更多
关键词 Digital Libraries BIBLIOMETRICS Hierarchically-ordered CONTEXTS Scholarly-Communication structures Citation GRAPHS CO-AUTHORSHIP GRAPHS
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The Experiment-Calculated Method of the Ordered Structure Coatings Optimal Parameters Determination
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作者 N. Schitov 《材料科学与工程(中英文A版)》 2017年第4期216-227,共12页
关键词 有序结构 多层涂层 参数测定 计算 实验 材料性能 频率特性 变化规律
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基于多阶近邻约束的深度不完整多视图聚类方法
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作者 王梅 王伟东 +1 位作者 刘勇 于源泽 《南京大学学报(自然科学版)》 CAS CSCD 北大核心 2024年第1期53-64,共12页
多视图聚类是重要的无监督学习方法之一,然而在实际应用中很难获取完整的多视图数据,导致不完整多视图聚类问题.大多数已有的不完整多视图聚类方法只考虑了视图的属性信息,而忽视了数据结构信息对聚类的影响,使提取的特征不能充分表示... 多视图聚类是重要的无监督学习方法之一,然而在实际应用中很难获取完整的多视图数据,导致不完整多视图聚类问题.大多数已有的不完整多视图聚类方法只考虑了视图的属性信息,而忽视了数据结构信息对聚类的影响,使提取的特征不能充分表示原始数据的潜在结构.针对以上问题,提出一种基于多阶近邻约束的深度不完整多视图聚类方法.首先,利用具有自注意力机制的深度自编码器获取带有视图间信息交互的深层次隐含特征,并采用加权融合的方式获取视图的公共语义信息;然后,对于不完整多视图中的缺失数据,利用多视图的公共表示进行补全;最后,提出一种多阶近邻约束机制,该机制考虑不完整多视图数据的深层结构信息,利用多视图的互补性构建近似完整的近邻图,引导编码器学习更紧致、更有判别性的高级语义特征.在公共数据集上的实验结果证明了所提方法的有效性. 展开更多
关键词 不完整多视图聚类 自注意力 结构信息 多阶近邻
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属性偏序形式结构的数学形式化
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作者 任蕴丽 宋佳霖 +1 位作者 郑存芳 洪文学 《燕山大学学报》 CAS 北大核心 2024年第2期129-137,共9页
属性偏序形式结构,作为一种基于人类认知原理和粒计算思想的知识发现和知识表示新理论,目前已有广泛的应用,但其理论基础缺乏抽象化数学化,这势必影响该理论的系统发展。针对上述问题,研究了属性偏序形式结构的数学形式化描述问题。首先... 属性偏序形式结构,作为一种基于人类认知原理和粒计算思想的知识发现和知识表示新理论,目前已有广泛的应用,但其理论基础缺乏抽象化数学化,这势必影响该理论的系统发展。针对上述问题,研究了属性偏序形式结构的数学形式化描述问题。首先,基于粒计算的思想提出了知识表示的形式化框架。在此基础上,通过定义对象集合的覆盖和最简覆盖,给出属性偏序形式结构的粒和粒群的概念,进而通过对粒衍生出粒群的充要条件的讨论,给出了属性偏序形式结构中的知识结构,从而完成属性偏序形式结构的数学形式化描述。最后,通过具体实例展示了利用数学形式化描述构造属性偏序形式结构的过程,并揭示了该过程所体现的人类认知规律。 展开更多
关键词 形式背景 数学形式化 属性偏序形式结构 粒计算 概念认知学习
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高阶结构对无标度网络上合作行为演化的影响
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作者 谢逢洁 姚欣 王思一 《复杂系统与复杂性科学》 CAS CSCD 北大核心 2024年第1期12-19,57,共9页
为研究高阶结构对无标度网络上合作行为演化的影响,构建基于囚徒困境博弈的网络博弈模型。在无标度网络上引入二阶高阶结构,定义含成对博弈的三角形面博弈,用高阶结构参数联系成对博弈收益与面博弈收益,并通过仿真实验分析高阶结构对合... 为研究高阶结构对无标度网络上合作行为演化的影响,构建基于囚徒困境博弈的网络博弈模型。在无标度网络上引入二阶高阶结构,定义含成对博弈的三角形面博弈,用高阶结构参数联系成对博弈收益与面博弈收益,并通过仿真实验分析高阶结构对合作行为演化的影响。结果表明,当高连接度个体优先合作并获得高收益时,会促使其他连接度个体也选择合作,博弈个体间一旦形成稳定的“全合作”三角形策略结构,就能显著提高每个合作者收益,进而促进合作行为的产生。 展开更多
关键词 二阶高阶结构 无标度网络 合作行为 演化博弈
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