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A Detection Method of Earthquake Precursory Anomalies Using the Four-Component Borehole Strainmeter 被引量:3
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作者 xiangyang kong Kaizhi Su +1 位作者 Fujinawa Yukio Noda Yoichi 《Open Journal of Earthquake Research》 2018年第2期124-140,共17页
Strainmeters have been used to detect earthquake precursory anomalies in many countries. An innovated four-component strainmeter with four sensing units set at 45 degrees intervals, named SKZ strainmeter, was develope... Strainmeters have been used to detect earthquake precursory anomalies in many countries. An innovated four-component strainmeter with four sensing units set at 45 degrees intervals, named SKZ strainmeter, was developed and used in China. The design, with a few unique features, allows high-sensitivity monitoring of the regime of the crustal strain field, as well as the self-consistencies of the instrument. One of the most difficult problems in the earthquake precursory investigation is to efficiently detect anomalies from large amount of data. Pattern recognition of waveforms is widely used, but it is time-consuming and relies more or less investigator’s experience and decision. In this study, the consistency factors of the paired components were firstly shown to be utilized to detect anomalies possibly related with imminent earthquakes. Here, rather than using the consistency factors, the correlation coefficients of the two orthogonal strain data were used to detect. SKZ strainmeters have been installed at more than ten sites in China, exhibited high efficiency and reliability in precursory monitoring since. Anomalous variations from a few stations during two recent earthquakes in south China were analyzed. During normal stages, diurnal earth tides could be clearly observed with very little urban noises. Though the consistency factors may have near constant bias, their correlation coefficients remain near 1.0, greater than 0.99. During the imminent preparatory stage of earthquake occurrence, non-planar strain may appear and the correlation coefficients drop noticeably. The analysis showed that the correlation coefficient between the two orthogonal components is a useful parameter in post-processing of the strain data to detect precursory anomalies. The resultant resolving power is shown to be some one-order larger compared with previous methods. 展开更多
关键词 BOREHOLE Strainmeter EARTHQUAKE OBSERVATION Technology Pre-Seismic ANOMALIES Data FILTERING
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基于概率话题模型的轻微型肝性脑病患者肠道菌群结构研究 被引量:6
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作者 王侠林 左赞 +2 位作者 范红 孔祥阳 贺建峰 《微生物学报》 CAS CSCD 北大核心 2018年第7期1274-1286,共13页
【目的】利用LDA(Latent Dirichlet Allocation)概率话题模型分析轻微型肝性脑病(MHE)患者服用利福昔明联合益生菌对其肠道菌群结构异质性和临床疗效的影响。【方法】采用R语言包中的LDA概率话题模型的折叠Gibbs抽样蒙特卡洛算法,对MHE... 【目的】利用LDA(Latent Dirichlet Allocation)概率话题模型分析轻微型肝性脑病(MHE)患者服用利福昔明联合益生菌对其肠道菌群结构异质性和临床疗效的影响。【方法】采用R语言包中的LDA概率话题模型的折叠Gibbs抽样蒙特卡洛算法,对MHE患者肠道菌群结构的时间异质性OTUs(operational taxonomic unit)数据集进行分析。【结果】LDA模型将MHE患者的42份粪便样本分成3个主题(topic),并能鉴定出影响MHE患者肠道菌群异质性结构最大的OTUs菌属,分别为埃希菌属(Escherichia)、类杆菌属(Bacteroides)和链球菌属(Streptococcus)。对比治疗前后,这3种菌属在组内的变异模式为同类型菌属的转变次数和频率均高于不同类型的菌属。利福昔明联合益生菌治疗组和单独利福昔明治疗组治疗后,MHE患者的肠道菌群结构均有所改变(P<0.05)。此外,根据临床疗效指标,对比两组患者治疗后血清IL-2、IL-4、IL-6、IL-10、TNF-α、TBIL、ALT、CRP、NCT-A、γ-GGT及血氨水平,观察组明显优于对照组,差异显著,有统计学意义(P<0.05)。治疗组总有效率88.8%,不良反应总发生率22.2%,对照组总有效率75%,不良反应总发生率38.5%(P<0.05)。【结论】LDA模型不仅能有效地量化菌群结构的异质性,还能鉴定出相对应影响异质性最大的OTUs。利福昔明联合益生菌疗法能明显改善MHE患者的血氨水平和血清炎性因子水平,且对MHE患者的肠道菌群结构也有一定的改变,具体表现为致病菌数量减少,有益菌数量增加,具有较好的临床应用价值。 展开更多
关键词 LDA模型 GIBBS采样 轻微型肝性脑病 利福昔明 利福昔明联合益生菌
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Microstructure, tensile properties and creep behavior of Al-12Si-3.5Cu-2Ni-0.8Mg alloy produced by different casting technologies 被引量:4
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作者 Lijie Zuo Bing Ye +3 位作者 Jian Feng xiangyang kong Haiyan Jiang Wenjiang Ding 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2018年第7期1222-1228,共7页
The relationship between the as-cast microstructure and mechanical properties of the Al-12Si-3.SCu- 2Ni-0.8Mg alloys produced by permanent mold casting (PMC) and high pressure die casting (HPDC) is investigated. T... The relationship between the as-cast microstructure and mechanical properties of the Al-12Si-3.SCu- 2Ni-0.8Mg alloys produced by permanent mold casting (PMC) and high pressure die casting (HPDC) is investigated. The alloys in both PMC and HPDC consist of Al, Si, A15 Cu2 MgsSi6, Al3 CuNi, and Al Cu4Ni phase. However, the microstructure of the HPDC alloy is significantly refined. Compared to the PMC alloy, the ultimate tensile strength of the HPDC alloy is significantly increased from 244 MPa to 310 MPa, while the elongation shows a reverse trend at room temperature. At low stress and temperature range, slight variations of stress exponent and activation energy indicate that the minimum creep rate is controlled by the grain boundary creep. Then the minimum creep rate is higher for the specimen with the smaller grain size, where grain boundary creep is the dominant creep mechanism. At high stress region, the stress exponent for the PMC alloy and HPDC alloy is 5.18 and 3.07, respectively. The different stress exponents and activation energies measured at high stress and high temperature range indicates that the creep mechanism varies with the casting technologies.2017 Published by Elsevier Ltd on behalf of The editorial office of Journal of Materials Science & Technology. 展开更多
关键词 MICROSTRUCTURE Tensile properties CreepHigh pressure die casting
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A quasi-3D Fano resonance cavity on optical fiber end-facet for high signal-to-noise ratio dip-and-read surface plasmon sensing 被引量:2
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作者 Xiaqing Sun Zeyu Lei +7 位作者 Hao Zhong Chenjia He Sihang Liu Qingfeng Meng Qingwei Liu Shengfu Chen xiangyang kong Tian Yang 《Light(Advanced Manufacturing)》 2022年第4期39-49,共11页
Surface plasmon devices mounted at the end-facets of optical fibers are appealing candidates for rapid and point-of-care sensing applications,by offering a special dip-and-read operation mode.At present,these devices... Surface plasmon devices mounted at the end-facets of optical fibers are appealing candidates for rapid and point-of-care sensing applications,by offering a special dip-and-read operation mode.At present,these devices’noise-equivalent limits-of-detection lag far behind the free-space counterparts,leaving them incapable of most biosensing applications.Here we report a quasi-3D Fano resonance cavity and its fabrication method to fundamentally improve the quality factor and coupling efficiency for fiber-coupled surface plasmon resonance.In this device,the Fano resonance combines the high coupling efficiency of a Fabry-Pérot etalon and the high quality factor resonance of a plasmonic crystal cavity.The quasi-3D device was fabricated on a planar substrate and transferred to a single-mode fiber end-facet,which requires a low-adhesion yet surface-plasmon-tunneling interface between the device and the planar substrate.Such an interface was realized with a nanocap-slit unit structure,of which the plasmonic crystal was consisted.A noise-equivalent limit of detection of~10-7 RIU was experimentally obtained,allowing bovine serum albumin physical adsorption to be distinguished at ng mL-1 level concentrations.Therefore,breaking through the long-standing signal-to-noise ratio bottleneck,this work makes fiber end-facet surface plasmon devices into one of high sensitivity label-free sensing technologies.At the same time,it provides an enabling top-down fabrication technology for making 3D plasmonic structures on fiber end-facets at the nanometer scale. 展开更多
关键词 Surface plasmon Fano resonance Fiber end-facet
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On the Mixed Minus Domination in Graphs
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作者 Baogen Xu xiangyang kong 《Journal of the Operations Research Society of China》 EI 2013年第3期385-391,共7页
Let G=(V,E)be a graph,for an element x∈V∪E,the open total neighborhood of x is denoted by N_(t)(x)={y|y is adjacent to x or y is incident with x,y∈V∪E},and Nt[x]=Nt(x)∪{x}is the closed one.A function f:V(G)∪E(G... Let G=(V,E)be a graph,for an element x∈V∪E,the open total neighborhood of x is denoted by N_(t)(x)={y|y is adjacent to x or y is incident with x,y∈V∪E},and Nt[x]=Nt(x)∪{x}is the closed one.A function f:V(G)∪E(G)→{−1,0,1}is said to be a mixed minus domination function(TMDF)of G if∑_(y∈Nt[x])f(y)≥1 holds for all x∈V(G)∪E(G).The mixed minus domination numberγ′_(tm)(G)of G is defined as γ′_(tm)(G)=min{∑x∈V∪E f(x)|f is a TMDF of G.In this paper,we obtain some lower bounds of the mixed minus domination number of G and give the exact values ofγ′_(tm)(G)when G is a cycle or a path. 展开更多
关键词 Mixed minus domination function Mixed minus domination number
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