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基于传统机器学习的内部Getter或Setter方法异味检测
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作者 张子恒 边奕心 +3 位作者 李禹齐 赵松 吴雪 朱伟 《计算机应用与软件》 北大核心 2025年第11期25-34,95,共11页
内部Getter或Setter方法是一种Android特有代码异味,对Android应用程序的性能及能耗均有负面影响。为检测该味道,提出一种基于传统机器学习的检测方法。首先使用程序文本信息作为特征集,然后使用5种传统机器学习模型进行检测。其中,为... 内部Getter或Setter方法是一种Android特有代码异味,对Android应用程序的性能及能耗均有负面影响。为检测该味道,提出一种基于传统机器学习的检测方法。首先使用程序文本信息作为特征集,然后使用5种传统机器学习模型进行检测。其中,为了去除特征集中的无关特征,提出一种特征筛选算法LGM_SU,以提高模型检测准确率。此外,为了自动获取传统有监督机器学习模型所需的大量标签数据,提出一种基于Android项目构造正负样本的方法,并实现工具ASSD。最后进行实验验证。结果表明,本文方法优于现有基于程序静态分析的检测方法,F1值提高了16.9%。此外,不同的传统机器学习算法对Android特有代码异味和对面向对象代码异味的检测效果存在差异。 展开更多
关键词 Android代码异味 内部getter或Setter方法 传统机器学习 特征选择
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Effect of Rapid Thermal Annealing Ambient on Gettering Efficiency and Surface Microstructure in 300mm CZ Silicon Wafers
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作者 冯泉林 何自强 +1 位作者 常青 周旗钢 《Journal of Semiconductors》 EI CAS CSCD 北大核心 2008年第5期822-826,共5页
The effect of rapid thermal annealing (RTA) ambient on denuded zone and oxygen precipitates in Czochralski (CZ) silicon wafers is studied in this paper. N2 and a N2/NH3 mixture are used as RTA ambient. It is demon... The effect of rapid thermal annealing (RTA) ambient on denuded zone and oxygen precipitates in Czochralski (CZ) silicon wafers is studied in this paper. N2 and a N2/NH3 mixture are used as RTA ambient. It is demonstrated that a high density of oxygen precipitates and thin denuded zone are obtained in N2/NH3 ambient,while a relatively lower density of oxygen precipitates and thicker denuded zone are observed in N2 ambient. As the RTA duration times increased, the oxygen precipitate density increased and the denuded zone depth decreased. X-ray photoelectron spectroscopy (XPS) data and atomic force microscope (AFM) results show that there RTA process,which can explain the different effect of RTA was a surface nitriding reaction during the N2/NH3 ambient ambient. 展开更多
关键词 300mm CZ silicon wafer denuded zone intrinsic gettering RTA XPS AFM
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Precipitation and gettering behaviors of copper in multicrystalline silicon used for solar cells 被引量:3
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作者 李晓强 杨德仁 +1 位作者 余学功 阙端麟 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2011年第3期691-696,共6页
The precipitation and gettering behaviors of copper (Cu) at different defective regions in multicrystalline silicon were investigated by combining scanning infrared microscopy, optical microscopy, inductively couple... The precipitation and gettering behaviors of copper (Cu) at different defective regions in multicrystalline silicon were investigated by combining scanning infrared microscopy, optical microscopy, inductively coupled plasma mass spectrometry and microwave photo-conductance decay. It is found that the behaviors of Cu precipitation are strongly dependent on the defect density. Most of the Cu contaminants tend to form precipitates homogeneously in the low density defect region, while they mostly segregate at the defects and form precipitates heterogeneously in the high density defect region. In the case of heavy contamination, the Cu precipitate can significantly reduce the carrier lifetime of multicrystalline silicon due to their Schottkydiode behavior in the silicon substrate. A 900 °C rap thermal process (RTP) phosphorus gettering anneal cannot be sufficiently effective to remove the Cu precipitates in these two regions. 展开更多
关键词 multicrystalline silicon Cu precipitate phosphorus gettering DEFECTS carrier lifetime
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Effects of Mo on the Microstructure and Hydrogen Sorption Properties of Ti-Mo Getters 被引量:8
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作者 ZHOU Hong-guo WEI Xiu-ying MAO Chang-hui XIONG Yu-hua QIN Guang-rong 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2007年第2期172-176,共5页
The effects of Mo on the microstructure evolution, porosity and hydrogen sorption properties of Ti-Mo getters are investigated in this work. The results show that the addition of Mo prolongs the densification process ... The effects of Mo on the microstructure evolution, porosity and hydrogen sorption properties of Ti-Mo getters are investigated in this work. The results show that the addition of Mo prolongs the densification process of Ti-Mo getters and results in a significant amount of sintered pores. With the Mo content increasing, the porosity of getters firstly increases reaching the maximum value as it attains about 7.5wt.%, and then drops. At the room temperature, the hydrogen sorption property of getters increases progressively with the Mo content increasing, but the tendency is not very clear before its content lies below 2.5wt.%. When the Mo content achieves about 7.5wt.%, the hydrogen sorption property proves to be the best. The discussion is made about the above mentioned phenomena inclusive of hydrogen sorption properties of getters under different activation conditions (from 500-750℃). 展开更多
关键词 Ti-Mo getter powder metallurgy MICROSTRUCTURE hydrogen sorption property
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Different effect of NiMnCo or FeNiCo on the growth of type-Ⅱa large diamonds with Ti/Cu as nitrogen getter 被引量:4
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作者 李尚升 张贺 +7 位作者 宿太超 胡强 胡美华 龚春生 马红安 贾晓鹏 李勇 肖宏宇 《Chinese Physics B》 SCIE EI CAS CSCD 2017年第6期454-458,共5页
In order to synthesize high-quality type-Ⅱa large diamond, the selection of catalyst is very important, in addition to the nitrogen getter. In this paper, type-IIa large diamonds are grown under high pressure and hig... In order to synthesize high-quality type-Ⅱa large diamond, the selection of catalyst is very important, in addition to the nitrogen getter. In this paper, type-IIa large diamonds are grown under high pressure and high temperature(HPHT) by using the temperature gradient method(TGM), with adopting Ti/Cu as the nitrogen getter in Ni70Mn25Co5(abbreviated as NiMnCo) or Fe(55)Ni(29)Co(16)(abbreviated FeNiCo) catalyst. The values of nitrogen concentration(Nc) in both synthesized high-quality diamonds are less than 1 ppm, when Ti/Cu(1.6 wt%) is added in the FeNiCo or Ti/Cu(1.8 wt%) is added in the NiMnCo. The difference in solubility of nitrogen between both catalysts at HPHT is the basic reason for the different effect of Ti/Cu on eliminating nitrogen. The nitrogen-removal efficiency of Ti/Cu in the NiMnCo catalyst is less than in the FeNiCo catalyst. Additionally, a high-quality type-Ⅱa large diamond size of 5.0 mm is obtained by reducing the growth rate and keeping the nitrogen concentration of the diamond to be less than 1 ppm, when Ti/Cu(1.6 wt%) is added in the FeNiCo catalyst. 展开更多
关键词 high pressure and high temperature catalyst nitrogen getter type-Ⅱa large diamond
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Preparation of Ti-Mo getters by injection molding 被引量:2
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作者 Zhao, Zhenmei Wei, Xiuying +1 位作者 Xiong, Yuhua Mao, Changhui 《Rare Metals》 SCIE EI CAS CSCD 2009年第2期147-150,共4页
Ti-Mo getters have been fabricated via metal injection molding (MIM) using three kinds of Ti powders with different mean particle sizes of 46 μm,35 μm and 26 μm,respectively. The surface morphology,porosity,and hyd... Ti-Mo getters have been fabricated via metal injection molding (MIM) using three kinds of Ti powders with different mean particle sizes of 46 μm,35 μm and 26 μm,respectively. The surface morphology,porosity,and hydrogen sorption properties of Ti-Mo getters formed by MIM using paraffin wax as a principal binder constituent were examined. It has been proven that the powder injection molding is a viable forming technique for porous Ti-Mo getters. The particle size of Ti powders and the powder loading influence... 展开更多
关键词 materials physics and chemistry metal injection molding Ti-Mo getter sorption capacity LOADING POROSITY
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Getters: From Classification to Materials Design 被引量:4
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作者 Konstantin Chuntonov Alexander Atlas +1 位作者 Janez Setina Gary Douglass 《Journal of Materials Science and Chemical Engineering》 2016年第3期23-34,共12页
The demand for getters with high sorption efficiency has generated a need for resources to assist in qualification of getter materials for their practical use. This paper discusses innovative steps which should provid... The demand for getters with high sorption efficiency has generated a need for resources to assist in qualification of getter materials for their practical use. This paper discusses innovative steps which should provide a dramatic improvement in the selection and application of getter technologies used in various processes. The first step was to build a natural classification of chemisorbents, from which we obtain a corresponding order of suitability related to known getter products. The classification system suggested by the authors is based on criteria which are directly connected with the sorption behavior of the material. This has lead to the challenge of developing of a computing algorithm for characterization of sorption properties of getter materials and for solving the inverse problem—the problem of designing a chemisorbent based on the requirements of a fully realized application. The employment of the new methodology is demonstrated in the example of the calculations supporting the selection of getter films for MEMS. 展开更多
关键词 getter Classification Chemisorbent Design Sorption Efficiency MEMS Critical Sorption Rate
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The Newest Getter Technologies: Materials, Processes, Equipment 被引量:1
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作者 Konstantin Chuntonov Janez Setina Gary Douglass 《Journal of Materials Science and Chemical Engineering》 2015年第9期57-67,共11页
The efficiency of sorption purification of gases, as measured by an improvement in product quality and/or lowering of its cost, can be significantly increased via simple solutions: the substitution of current getter t... The efficiency of sorption purification of gases, as measured by an improvement in product quality and/or lowering of its cost, can be significantly increased via simple solutions: the substitution of current getter technology with reactive getters;and stimulation of the material in the sorption process using mechanochemical methods instead of heating or cooling. These ideas were embodied by the authors in new sorption apparatuses and devices such as mechanochemical sorption apparatuses for production of ultra pure gases, improved gas purifiers with reactive sorbent for production of pure and high purity gases and, finally, fluidized bed columns for mass production of pure and high purity gases. 展开更多
关键词 REACTIVE getterS Gas Purifiers Fluid BED COLUMN MECHANOCHEMISTRY
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The Study of Different Structuring Techniques for Creation of Non-Evaporable Getters 被引量:1
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作者 Anton Boyko Dahir Gaev +2 位作者 Sergei Timoshenkov Yuri Chaplygin Vladimir Petrov 《Materials Sciences and Applications》 2013年第8期57-61,共5页
The results of observation of different structuring techniques of thin metal layers applied in micro system technologies are presented. The Ti V getter films formed by magnetron sputtering have been explored using sca... The results of observation of different structuring techniques of thin metal layers applied in micro system technologies are presented. The Ti V getter films formed by magnetron sputtering have been explored using scanning electron and atomic-force microscopy, Brunauer-Emmett-Teller method, thermogravimetric analysis and fractal geometry. The film sorption capacity for hydrogen given by thermogravimetry was of 7.7 m3·Pa·g-1. To estimate the effective surface area, the fractal geometry tools were used and the calculated value of the specific surface area was about 155 m2/m3. The second object under investigation was a structure composed of micro- and mesoporous silicon and copper layer deposited electrochemically on the pore walls. Porous silicon when coupled with a reactive metal or alloy is expected to be an effective getter for micro system techniques. The use of porous silicon and specific conditions of depositions allows to form the structure of complex fractal type with a specific surface area of 167 m2/cm3. 展开更多
关键词 Non-Evaporable getterS MEMS STRUCTURING MAGNETRON SPUTTERING ELECTRODEPOSITION Porous Silicon
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Dynamic Ni gettered by PSG from S-MIC poly-Si and its TFTs
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作者 孟志国 李阳 +5 位作者 吴春亚 赵淑芸 李娟 王文 郭海诚 熊绍珍 《Chinese Physics B》 SCIE EI CAS CSCD 2008年第4期1415-1420,共6页
A dynamic phosphor-silicate glass (PSG) gettering method is proposed in which the processes of the gettering of Ni by PSC and the crystallizing of α-Si into poly-Si by Ni take place simultaneously. The effects of P... A dynamic phosphor-silicate glass (PSG) gettering method is proposed in which the processes of the gettering of Ni by PSC and the crystallizing of α-Si into poly-Si by Ni take place simultaneously. The effects of PSC gettering process on the performances of solution-based metal induced crystallized (S-MIC) poly-Si materials and their thin film transistors (TFTs) are discussed. The crystallization rate is much reduced due to the fact that the Ni as a medium source of crystallization is extracted by the PSC during crystallization at the same time. The boundary between two neighbouring grains in S-MIC poly-Si with PSG looks blurrier than without PSG. Compared with the TFTs made from S-MIC poly-Si without PSC gettering, the TFTs made with PSC gettering has a reduced gate induced leakage current. 展开更多
关键词 metal induced crystallization polycrystalline silicon nickel gettering phosphor-silicate glass (PSG)
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Hazy Backside Gettering with a-Si: H Film
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作者 王锻强 孙茂友 +2 位作者 翟富义 李美英 尤重远 《Rare Metals》 SCIE EI CAS CSCD 1993年第1期5-8,共4页
Hazy backside gettering of boron-doped <111> siljcon wafer with a-Si: H film deposited by rf glow discharge technique (rf-GD) has been investigated by SEM, optical microscope and preferential etching tech- lique... Hazy backside gettering of boron-doped <111> siljcon wafer with a-Si: H film deposited by rf glow discharge technique (rf-GD) has been investigated by SEM, optical microscope and preferential etching tech- lique. lt is evident that the deposited film can effectively getter the haze after annealing at l l00℃in wet oxy- len ambient for 120 min. The pre-crystallization annealing at 650℃ in argon ambient for 10 min enhances the gettering effectiveness. The low temperature(200~300℃) process of growing extrinsic gettering film reduces the processing contamination. 展开更多
关键词 Backside gettering A-SI:H B-doped film
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Structure and properties of ZrCoCe getter film with Pd protection layer
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作者 Jian-Dong Cui Hua-Ting Wu +2 位作者 Yan Zhang Yao-Hua Xu Zhi-Min Yang 《Rare Metals》 SCIE EI CAS CSCD 2021年第9期2579-2583,共5页
ZrCoCe getter films with thickness of ~2.3 lm were deposited on Si(100) wafers by direct current(DC)magnetron sputtering process. A 400-nm-thick Pd protection layer was then deposited on the as-deposited ZrCoCe film w... ZrCoCe getter films with thickness of ~2.3 lm were deposited on Si(100) wafers by direct current(DC)magnetron sputtering process. A 400-nm-thick Pd protection layer was then deposited on the as-deposited ZrCoCe film without exposure to atmosphere. Microstructure, surface morphology and surface chemical state of the films were analyzed. Moreover, hydrogen sorption properties were determined. The results show that the ZrCoCe film displays a cauliflower-like morphology and a porous columnar-like structure which is composed of nanocrystal grains. The Pd protection layer tightly adheres to the surface of the ZrCoCe film and efficiently prevents the oxidation of Zr under exposure to atmosphere. We find that the hydrogen sorption properties of the Pd-ZrCoCe film are significantly improved,in comparison with those of the as-deposited ZrCoCe film. 展开更多
关键词 getter films ZrCoCe Protection layer Sorption property
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Intermetallic Getters Reactants for Vacuum Applications
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作者 Konstantin Chuntonov 《Materials Sciences and Applications》 2023年第3期222-239,共18页
The present work continues a series of publications devoted to the study of the sorption properties of reactive alloys based on IIA metals and the development of advanced getter materials for gas and vacuum technologi... The present work continues a series of publications devoted to the study of the sorption properties of reactive alloys based on IIA metals and the development of advanced getter materials for gas and vacuum technologies. This publication attempts to answer the current challenges in the field of gas sorption associated with the emergence of new vacuum products such as vacuum insulated glasses, electronic systems, cryogenic devices, etc. An analysis of the problems that arise here, as well as the results of sorption measurements, carried out with the participation of intermetallic phases of the composition CaLi<sub>2</sub> and Ca<sub>0.33</sub>Li<sub>0.48</sub>Mg<sub>0.19</sub>, show that the best getter support for these new hermetically sealed products can be provided by intermetallic compounds formed in systems Li-IIA metals. Intermetallic phases of this family are easy to manufacture and demonstrate outstanding service characteristics: their specific sorption capacity is recorded high, exceeding traditional gas sorbents in this respect by at least an order of magnitude;the kinetics of gas capturing is set at the stage of alloy production, i.e., is adjustable;the temporary resistance of these phases to atmospheric gases allows to install the getter at its workplace in air, without further thermal activation. The sorption superiority of reactive intermetallics is explained by their special sorption mechanism: the gas/metal interaction is formed here as a combination of two processes, continuous growth of reaction products on a metallic surface and corrosion decay of brittle intermetallic phase under mechanical forces, which feeds the chemical reaction with a fresh surface. The advantages of sorption processes of this new type are undoubted and significant: compared with the conventional sorbents, an intermetallic getter reactant solves two important problems;it reduces production costs and increases the sorption yield. 展开更多
关键词 Vacuum Devices Gas Sorption getterS Intermetallic Phases CORROSION
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Getters Reactants. I. Thermo-Sedimentational Activation
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作者 Konstantin Chuntonov 《Journal of Materials Science and Chemical Engineering》 2024年第10期1-12,共12页
A new method for chemical pumping of gases has been developed using reactive alloys of Li with IIA metals in the liquid state. It is an answer to the need for ultra-high and extremely high vacuum without loose solid p... A new method for chemical pumping of gases has been developed using reactive alloys of Li with IIA metals in the liquid state. It is an answer to the need for ultra-high and extremely high vacuum without loose solid particles. Another application of this development is the production of high- and ultra-pure noble gases in a one-step process. Both of these solutions are unprecedented;they are based on a new gas/melt sorption interface that raises the overall bar of technical advances in the field to a higher level, simplifying sorption equipment and leading to cost savings. 展开更多
关键词 Interface Gas/Melt Vacuum Pump Gas Sorption getters Reactants SEDIMENTATION Noble Gases
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Gettering of copper impurity in silicon by aluminum precipitates and cavities 被引量:1
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作者 WU Yan-Jun, ZHANG Miao, ZHANG Ning-Lin, LIN Cheng-Lu(State Key Laboratory of Functional Materials for Informatics. Shanghai Institute of Microsystem and Information Technology.the Chinese Academy of Sciences, Shanghai 200050) 《Nuclear Science and Techniques》 SCIE CAS CSCD 2003年第3期164-167,共4页
Al precipitates as well as cavities (or open-volume detects) are known for their ability to getter impuri-ties within Si. In order to compare their relative gettering strength we produced both Al precipitates and cavi... Al precipitates as well as cavities (or open-volume detects) are known for their ability to getter impuri-ties within Si. In order to compare their relative gettering strength we produced both Al precipitates and cavities atdifferent depths within one Si wafer. This was done by H+ and Al+ implantation with different energies and subse-quent annealing process, resulting in Al-Si alloy and cavities at depth of 300 nm and 800 nm, respectively. Cu wasthen implanted with an energy of 70 keV to a fluence of 1 × 1014 / cm2. The Cu implanted samples were annealed attemperature from 700℃ to 1200℃. It was found that Cu impurities were gettered primarily by the precipitated Allayer rather than by cavities at the temperature of 700~1000℃, while gettering of Cu occured in both regions at thetemperature of 1200℃. The secondary ion mass spectrometry and transmission electron microscopy analyses wereused to reveal the interaction between Cu impurities and defects at different trap sites. 展开更多
关键词 硅片 过渡金属元素
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Oxygen gettering in Si by He ion implantation-induced cavity layer
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作者 OU Xin ZHANG Bo WU Aimin ZHANG Miao WANG Xi 《Nuclear Science and Techniques》 SCIE CAS CSCD 2009年第4期202-207,共6页
Oxygen gettering in Si by the He induced cavity layer was investigated in this work.A cavity layer was generated in Si sample by He implantation and annealing.The morphology of the cavity layer depending on the dose o... Oxygen gettering in Si by the He induced cavity layer was investigated in this work.A cavity layer was generated in Si sample by He implantation and annealing.The morphology of the cavity layer depending on the dose of He and the annealing temperature was presented in the paper.This cavity layer may serve as an efficient oxygen gettering layer during the high temperature oxidation process and accumulate the oxygen from the annealing atmosphere as well as the implanted oxygen.The phenomenon gives the idea that the cavity layer can be employed to define the oxide formation in Si and further to facilitate the formation of the buried oxide layer(BOX) in Si aiming at the Si-on-Insulator(SOI) structure fabrication.The oxygen gettering ability of the cavity layer in Si was investigated by cross section transmission electron microscopy and auger electron spectroscopy. 展开更多
关键词 氦离子 空穴 核技术 能级
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Influence of rapid thermal process on intrinsic gettering in fast neutron irradiated Czochralski silicon
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作者 陈贵锋 李养贤 +5 位作者 李兴华 蔡莉莉 马巧云 牛萍娟 牛胜利 陈东风 《中国有色金属学会会刊:英文版》 CSCD 2006年第B01期109-112,共4页
A rapid thermal process (RTP) was first introduced into the intrinsic gettering (IG) processes of fast neutron irradiated Czochralski (CZ) silicon. The effect of RTP conditions on bulk microdefects (BMDs) and denuded ... A rapid thermal process (RTP) was first introduced into the intrinsic gettering (IG) processes of fast neutron irradiated Czochralski (CZ) silicon. The effect of RTP conditions on bulk microdefects (BMDs) and denuded zone (DZ) was investigated. Fourier transform infrared absorption spectrometer (FTIR) was used to measure the concentration of interstitial oxygen ([Oi]). Bulk microdefects were observed by optical microscope. The results show that, according to the variation of [Oi], it is found that RTP doesn’t change the processes of oxygen precipitation in fast neutron irradiated Czochralski silicon. Perfect denuded zone, dense oxygen precipitates and defects form in the bulk of irradiated samples. With increasing temperature of RTP, the width of denuded zone decreases. Increasing RTP cooling rate, the density of Bulk microdefects increases. DZ forms in the sample that annealed in nitrogen atmosphere. 展开更多
关键词 快速热合成法 快中子辐照直拉硅 FTIR 内部去疵法 硅单晶
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Polycrystalline Silicon Gettered by Porous Silicon and Heavy Phosphorous Diffusion 被引量:2
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作者 刘祖明 Souleymane K Traore +1 位作者 张忠文 罗毅 《Tsinghua Science and Technology》 SCIE EI CAS 2004年第2期242-245,共4页
The biggest barrier for photovoltaic (PV) utilization is its high cost, so the key for scale PV utiliza-tion is to further decrease the cost of solar cells. One way to improve the efficiency, and therefore lower the c... The biggest barrier for photovoltaic (PV) utilization is its high cost, so the key for scale PV utiliza-tion is to further decrease the cost of solar cells. One way to improve the efficiency, and therefore lower the cost, is to increase the minority carrier lifetime by controlling the material defects. The main defects in grain boundaries of polycrystalline silicon gettered by porous silicon and heavy phosphorous diffusion have been studied. The porous silicon was formed on the two surfaces of wafers by chemical etching. Phosphorous was then diffused into the wafers at high temperature (900℃). After the porous silicon and diffusion layers were removed, the minority carrier lifetime was measured by photo-conductor decay. The results show that the lifetime抯 minority carriers are increased greatly after such treatment. 展开更多
关键词 polycrystalline gettering grain boundaries passivation porous silicon heavy phosphorous diffusion
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Aging effect of non-evaporable getter coatings 被引量:1
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作者 Yuchen Yang Yongsheng Ma +4 位作者 Shuangkai Chen Tiezhu Qi Xiaohua Peng Haiyi Dong Ping He 《Radiation Detection Technology and Methods》 CSCD 2020年第3期372-376,共5页
Introduction The pumping performance of getter materials has becoming one of the hotspots in accelerator field.The recovery of pumping performance after air venting,also called aging effect,is important for applicatio... Introduction The pumping performance of getter materials has becoming one of the hotspots in accelerator field.The recovery of pumping performance after air venting,also called aging effect,is important for applications in accelerators.Materials and methods In this work,we investigated the aging effect of Ti-V-Zr-Hf-and Ti-V-Zr-coated copper tubular chambers,and the effect of initial air exposure time on the aging properties.The samples presented hierarchically micro/nano-structures and showed a featured aging curve,giving about 9 effective pumping cycles.Conclusion The pumping performance is inversely correlated with air exposure time suggesting that the getter coated cham-bers should be properly preserved before applied as a"pump". 展开更多
关键词 AGING Non-evaporable getter Pumping speed Air exposure
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Cu gettering to nanovoids in SOI materials
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作者 张苗 吴雁军 +3 位作者 刘卫丽 安正华 林成鲁 朱剑豪 《Science China(Technological Sciences)》 SCIE EI CAS 2003年第1期60-70,共11页
In this paper, the gettering of Cu impurities in silicon-on-insulator (SOI)materials is studied. Nanovoids are formed in the substrate of SOI beneath the buried oxide (BOX) byroom temperature H^+ (3.5 x 10^(16) / cm^2... In this paper, the gettering of Cu impurities in silicon-on-insulator (SOI)materials is studied. Nanovoids are formed in the substrate of SOI beneath the buried oxide (BOX) byroom temperature H^+ (3.5 x 10^(16) / cm^2) or He^+ (9 x 10^(16) / cm^2) implantation andsubsequent annealing at 700℃. The gettering of different doses of Cu (5 x10^(13)/cm^2, 5x10^(14)/cm^2, 5 x 10^(15)/cm^2), which are introduced in the top Si layer by ion implantation, to thenanovoids are investigated by cross-section transmission electron microscopy (XTEM) and secondaryion mass spectroscopy (SIMS). The results demonstrate that Cu impurities in the top Si layer candiffuse through the buried oxide (BOX) layer of SIMOX and Smart-Cut SOI at temperature above 700℃and be trapped by the nanovoids. Some of Cu impurities can be captured by the intrinsic defects atthe BOX interface of SIMOX, but will be released out at high temperatures. The gettering effect ofSIMOX intrinsic defects at BOX is much rower than that of the nanovoids. No Cu impurities aretrapped at the perfect BOX interfaces of Smart-Cut SOI. After 1000℃ annealing, high dose of Cu (3.6x 10^(15)/cm^2) was gettered by the nanovoids. The Cu gettering efficiency to the nanovoidsincreased with the decreasing of Cu doses. When the Cu doses in the top Si layer were lower than 4 x10^(15) /cm^2, nanovoids could getter more than 90% of the Cu impurities and reduce the Cuconcentration in the top Si layer to less than 4%. The results indicate that nanovoids gettering isa promising method for removing the impurities in SOI materials. 展开更多
关键词 SOI gettering ION implantation nanovoids.
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