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Improving Video Watermarking through Galois Field GF(2^(4)) Multiplication Tables with Diverse Irreducible Polynomials and Adaptive Techniques
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作者 Yasmin Alaa Hassan Abdul Monem S.Rahma 《Computers, Materials & Continua》 SCIE EI 2024年第1期1423-1442,共20页
Video watermarking plays a crucial role in protecting intellectual property rights and ensuring content authenticity.This study delves into the integration of Galois Field(GF)multiplication tables,especially GF(2^(4))... Video watermarking plays a crucial role in protecting intellectual property rights and ensuring content authenticity.This study delves into the integration of Galois Field(GF)multiplication tables,especially GF(2^(4)),and their interaction with distinct irreducible polynomials.The primary aim is to enhance watermarking techniques for achieving imperceptibility,robustness,and efficient execution time.The research employs scene selection and adaptive thresholding techniques to streamline the watermarking process.Scene selection is used strategically to embed watermarks in the most vital frames of the video,while adaptive thresholding methods ensure that the watermarking process adheres to imperceptibility criteria,maintaining the video's visual quality.Concurrently,careful consideration is given to execution time,crucial in real-world scenarios,to balance efficiency and efficacy.The Peak Signal-to-Noise Ratio(PSNR)serves as a pivotal metric to gauge the watermark's imperceptibility and video quality.The study explores various irreducible polynomials,navigating the trade-offs between computational efficiency and watermark imperceptibility.In parallel,the study pays careful attention to the execution time,a paramount consideration in real-world scenarios,to strike a balance between efficiency and efficacy.This comprehensive analysis provides valuable insights into the interplay of GF multiplication tables,diverse irreducible polynomials,scene selection,adaptive thresholding,imperceptibility,and execution time.The evaluation of the proposed algorithm's robustness was conducted using PSNR and NC metrics,and it was subjected to assessment under the impact of five distinct attack scenarios.These findings contribute to the development of watermarking strategies that balance imperceptibility,robustness,and processing efficiency,enhancing the field's practicality and effectiveness. 展开更多
关键词 Video watermarking galois field irreducible polynomial multiplication table scene selection adaptive thresholding
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A quantum algorithm for Toeplitz matrix-vector multiplication
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作者 高尚 杨宇光 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第10期248-253,共6页
Toeplitz matrix-vector multiplication is widely used in various fields,including optimal control,systolic finite field multipliers,multidimensional convolution,etc.In this paper,we first present a non-asymptotic quant... Toeplitz matrix-vector multiplication is widely used in various fields,including optimal control,systolic finite field multipliers,multidimensional convolution,etc.In this paper,we first present a non-asymptotic quantum algorithm for Toeplitz matrix-vector multiplication with time complexity O(κpolylogn),whereκand 2n are the condition number and the dimension of the circulant matrix extended from the Toeplitz matrix,respectively.For the case with an unknown generating function,we also give a corresponding non-asymptotic quantum version that eliminates the dependency on the L_(1)-normρof the displacement of the structured matrices.Due to the good use of the special properties of Toeplitz matrices,the proposed quantum algorithms are sufficiently accurate and efficient compared to the existing quantum algorithms under certain circumstances. 展开更多
关键词 quantum algorithm Toeplitz matrix-vector multiplication circulant matrix
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Multiplication Model of EMCCD Based on Single Type of Carrier
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作者 张灿林 陈钱 尹丽菊 《Defence Technology(防务技术)》 SCIE EI CAS 2012年第2期119-123,共5页
The avalanche multiplication principle of electron multiplication CCD (EMCCD) was discussed on the basis of single type of carrier, and the multiplication model was built by using a classic piecewise ionization rate m... The avalanche multiplication principle of electron multiplication CCD (EMCCD) was discussed on the basis of single type of carrier, and the multiplication model was built by using a classic piecewise ionization rate model and avalanche multiplication integral formula. Wolff's ionization rate model was selected according to the structure and the multiplication gate amplitude of the actual devices. Compared the theoretical result with the multiplication curve of the actual device, it was found that only enough fringing field strength and multiplication area length could lead to adequate signal charge multiplication. The relationship between the multiplication gate amplitude and the total gain of the cascaded boosting EMCCD can be conveniently determined by using this model. 展开更多
关键词 optoelectronics and laser EMCCD electron multiplication gain on chip fringing field charge multiplication gate
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POINTWISE MULTIPLICATION OPERATORS FROM HARDY SPACES TO WEIGHTED BERGMAN SPACES IN THE UNIT BALL OF ■ 被引量:2
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作者 彭茹 邢晓蕾 江良英 《Acta Mathematica Scientia》 SCIE CSCD 2019年第4期1003-1016,共14页
This article is devoted to characterizing the boundedness and compactness of multiplication operators from Hardy spaces to weigh ted Bergman spaces in the unit ball of C^n.
关键词 Poin twise multiplication opera TORS Hardy SPACES BERGMAN SPACES CARLESON measure
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Studies on Rhizome Multiplication and Differentiation of Cymbidium sinense × Cymbidium goeringii 被引量:2
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作者 Lijuan ZUO Ling YU Bo CHEN 《Agricultural Biotechnology》 CAS 2017年第6期22-25,共4页
With the rhizomes obtained from the germination of Cymbidium sinense × Cymbidium goeringii seeds as a material,the effects of different basic media and different plant growth regulators on the multiplication and ... With the rhizomes obtained from the germination of Cymbidium sinense × Cymbidium goeringii seeds as a material,the effects of different basic media and different plant growth regulators on the multiplication and differentiation of rhizomes and rooting and transplanting of seedlings were investigated. The results showed that the basal medium more suitable for the multiplication and differentiation of rhizomes was 1/2 MS; the medium more suitable for the multiplication and differentiation of rhizomes of the hybrid orchid was 1/2 MS + 6-BA 2. 0 mg/L + KT 0. 5 mg/L + NAA 0. 05 mg/L; the medium more suitable for the rooting of the hybrid orchid was 1/2 MS + IBA 0. 5 mg/L; and after training of seedlings,transplanting was performed onto moss,and after 25 d,the survival rate was 95. 6%. 展开更多
关键词 RHIZOME multiplication DIFFERENTIATION ROOTING
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In-situ TEM Observation of Dislocation Emission, Multiplication and Motion Induced by Anodic Dissolution in Type 310 Stainless Steel 被引量:1
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作者 Huang, YZ Chen, QZ Chu, WY 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 1996年第3期215-218,共4页
A special constant deflection device for TEM has been designed and then the dislocation configuration change ahead of a loaded crack tip after corrosion or anodic dissolution for some time but before the initiation of... A special constant deflection device for TEM has been designed and then the dislocation configuration change ahead of a loaded crack tip after corrosion or anodic dissolution for some time but before the initiation of SCC can be observed in TEM. The results showed that anodic dissolution during SCC of a type 310 stainless steel in deionized water could promote dislocation emission,multiplication and motion before the initiation of SCC. 展开更多
关键词 TEM In-situ TEM Observation of Dislocation Emission multiplication and Motion Induced by Anodic Dissolution in Type 310 Stainless Steel
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Performance Prediction Based on Statistics of Sparse Matrix-Vector Multiplication on GPUs 被引量:1
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作者 Ruixing Wang Tongxiang Gu Ming Li 《Journal of Computer and Communications》 2017年第6期65-83,共19页
As one of the most essential and important operations in linear algebra, the performance prediction of sparse matrix-vector multiplication (SpMV) on GPUs has got more and more attention in recent years. In 2012, Guo a... As one of the most essential and important operations in linear algebra, the performance prediction of sparse matrix-vector multiplication (SpMV) on GPUs has got more and more attention in recent years. In 2012, Guo and Wang put forward a new idea to predict the performance of SpMV on GPUs. However, they didn’t consider the matrix structure completely, so the execution time predicted by their model tends to be inaccurate for general sparse matrix. To address this problem, we proposed two new similar models, which take into account the structure of the matrices and make the performance prediction model more accurate. In addition, we predict the execution time of SpMV for CSR-V, CSR-S, ELL and JAD sparse matrix storage formats by the new models on the CUDA platform. Our experimental results show that the accuracy of prediction by our models is 1.69 times better than Guo and Wang’s model on average for most general matrices. 展开更多
关键词 SPARSE Matrix-Vector multiplication Performance Prediction GPU Normal DISTRIBUTION UNIFORM DISTRIBUTION
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FAST DFT ALGORITHM WITH (N-1) / 2 MULTIPLICATIONS
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作者 Zhang YanzhongMinistry of Aero-Space Industry 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 1990年第2期131-139,共9页
A fast algorithm is proposed for recursively computing the DFTs of prime length. Only (N-1) / 2 real multiplications are required to compute all N frequency components in terms of permuting the input data. The multipl... A fast algorithm is proposed for recursively computing the DFTs of prime length. Only (N-1) / 2 real multiplications are required to compute all N frequency components in terms of permuting the input data. The multiplication in recursive computation is replaced by shifting. Complexity of the algorithm is studied. A factor η is introduced and presented. When the ratio of multiplier’s period Tm to adder’s period Ta is greater than the factor η (i.e.Tm / Ta 】η), the new algorithm is faster than FFT. The necessary condition and error of the algorithm are studied. The signal-to-noise ratio for different length N is presented. A high accuracy scheme is proposed for improving the SNR about 20 -30dB. 展开更多
关键词 FASTER compute RECURSIVE MULTIPLIER replaced multiplication SHIFTING length Complexity FAST
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Measurement of k_(eff) by delayed neutron multiplication in subcritical systems
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作者 Bin Ye Chao-Wen Yang Chun Zheng 《Nuclear Science and Techniques》 SCIE CAS CSCD 2018年第2期118-124,共7页
In this paper, we build on the concept of equivalent fundamental-mode source to propose using delayed neutrons as a neutron source in multiplication experiments to acquire the effective multiplication factor keffof su... In this paper, we build on the concept of equivalent fundamental-mode source to propose using delayed neutrons as a neutron source in multiplication experiments to acquire the effective multiplication factor keffof subcritical systems, which is difficult to acquire directly from conventional neutron source multiplication method. We analyzed the difference between a fundamental-mode fission source and delayed neutron source,then adopted a factor to convert delayed neutron distribution to an equivalent fundamental-mode source distribution, and employed Monte Carlo code to acquire this factor.The delayed neutron multiplication measurement method was established for the first time, and corresponding experiments were conducted in subcritical systems. The multiplication of delayed neutrons was measured based on Chinese Fast Burst Reactor-Ⅱ(CFBR-Ⅱ) at subcritical states, and keffwas acquired from delayed neutron multiplication successfully(0.9921 and 0.9969, respectively).The relative difference between k_(eff)obtained by the new method and previous values acquired by the positive period method is less than 1% for these two studied cases. 展开更多
关键词 KEFF DELAYED neutrons NEUTRON SOURCE multiplication SUBCRITICAL system
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High-Gain N-Face AlGaN Solar-Blind Avalanche Photodiodes Using a Heterostructure as Separate Absorption and Multiplication Regions
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作者 汤寅 蔡青 +5 位作者 杨莲红 董可秀 陈敦军 陆海 张荣 郑有炓 《Chinese Physics Letters》 SCIE CAS CSCD 2017年第1期137-140,共4页
It is well known that Ⅲ-nitride semiconductors can generate the magnitude of MV/cm polarization electric field which is comparable with their ionization electric fields. To take full advantage of the polarization ele... It is well known that Ⅲ-nitride semiconductors can generate the magnitude of MV/cm polarization electric field which is comparable with their ionization electric fields. To take full advantage of the polarization electric field, we design an N-face AlGaN solar-blind avalanche photodiode(APD) with an Al_(0.45)Ga_(0.55)N/Al_(0.3)Ga_(0.7)N heterostructure as separate absorption and multiplication(SAM) regions. The simulation results show that the N-face APDs are more beneficial to improving the avalanche gain and reducing the avalanche breakdown voltage compared with the Ga-face APDs due to the effect of the polarization electric field. Furthermore, the Al_(0.45)Ga_(0.55)N/Al_(0.3)Ga_(0.7)N heterostructure SAM regions used in APDs instead of homogeneous Al_(0.45)Ga_(0.55)N SAM structure can increase significantly avalanche gain because of the increased hole ionization coefficient by using the relatively low Al-content AlGaN in the multiplication region. Meanwhile, a quarter-wave AlGaN/AIN distributed Bragg reflector structure at the bottom of the device is designed to remain a solar-blind characteristic of the heterostructure SAM-APDs. 展开更多
关键词 HIGH-GAIN N-Face A1GaN Solar-Blind Avalanche Photodiodes Using aHeterostructure Separate ABSORPTION multiplication REGIONS
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FRINGE MULTIPLICATION BY REFLECTION
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作者 安里千 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 1991年第6期601-604,共4页
A new method of fringe multiplication is presented in this paper.The method is simpleand applicable.Only one polarizer and one quarter-wave plate are adopted to get fringemultiplication by reflection.
关键词 PHOTOELASTICITY ISOCHROMATIC FRINGE multiplication REFLECTION
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Electro dislocation multiplication and strain effect in 2091 Al-Li alloy
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作者 刘志义 雷毅 李山东 《中国有色金属学会会刊:英文版》 CSCD 2000年第1期39-43,共5页
Electro dislocation multiplication and strain effect were investigated. TEM observation showed that when statically held for 15 min, the microstructure of dislocation cell in the specimens without current pulse turned... Electro dislocation multiplication and strain effect were investigated. TEM observation showed that when statically held for 15 min, the microstructure of dislocation cell in the specimens without current pulse turned to subgrains with few dislocations in cold rolled state, but when current pulse charged, there were a lot of dislocations although a more rapid recrystallization occurred concurrently; when deformed, the interior dislocations in the specimens without current pulse were annihilated due to dynamic recrystallization, but were not decreased in the current pulse charged specimens in dynamic recrystallization, instead increased. It is indicated that “electron wind” force created by current pulse produced a shear stress for dislocation slip, and caused a dislocation multiplication in static holding of 2091 Al Li alloy; when strain exerted, an additional shear stress was provided to increase the effect of current pulse on dislocation multiplication. 展开更多
关键词 Al Li alloy DEFORMATION DISLOCATION multiplication current PULSE
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Impact of festival factor on electric quantity multiplication forecast model
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作者 Chen, Jianhua Sun, Jingchun Hou, Junhu 《Journal of Southeast University(English Edition)》 EI CAS 2008年第S1期94-98,共5页
This research aims to improve the forecasting precision of electric quantity. It is discovered that the total electricity consumption considerably increased during the Spring Festival by the analysis of the electric q... This research aims to improve the forecasting precision of electric quantity. It is discovered that the total electricity consumption considerably increased during the Spring Festival by the analysis of the electric quantity time series from 2002 to 2007 in Shandong province. The festival factor is ascertained to be one of the important seasonal factors affecting the electric quantity fluctuations, and the multiplication model for forecasting is improved by introducing corresponding variables and parameters. The computational results indicate that the average relative error of the new model decreases from 4.31% to 1.93% and the maximum relative error from 14.05% to 6.52% compared with those of the model when the festival factor is not considered. It shows that introducing the festival factor into the multiplication model for electric quantity forecasting evidently improves the precision. 展开更多
关键词 FORECAST electric power production TENDENCY seasonal periods multiplication model
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Research and Design of Reconfigurable Matrix Multiplication over Finite Field in VLIW Processor
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作者 Yang Su Xiaoyuan Yang Yuechuan Wei 《China Communications》 SCIE CSCD 2016年第10期222-232,共11页
Matrix multiplication plays a pivotal role in the symmetric cipher algorithms, but it is one of the most complex and time consuming units, its performance directly affects the efficiency of cipher algorithms. Combined... Matrix multiplication plays a pivotal role in the symmetric cipher algorithms, but it is one of the most complex and time consuming units, its performance directly affects the efficiency of cipher algorithms. Combined with the characteristics of VLIW processor and matrix multiplication of symmetric cipher algorithms, this paper extracted the reconfigurable elements and analyzed the principle of matrix multiplication, then designed the reconfigurable architecture of matrix multiplication of VLIW processor further, at last we put forward single instructions for matrix multiplication between 4×1 and 4×4 matrix or two 4×4 matrix over GF(2~8), through the instructions extension, the instructions could support larger dimension operations. The experiment shows that the instructions we designed supports different dimensions matrix multiplication and improves the processing speed of multiplication greatly. 展开更多
关键词 CRYPTOGRAPHY reconfigurable matrix multiplication research and design dedicated instruction VLIW processor
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A rapid multiplication system for'Candidatus Liberibacter asiaticus'through regeneration of axillary buds in vitro
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作者 LEI Tian-gang HE Yong-rui +7 位作者 ZOU Xiu-ping WANG Xue-feng FU Shi-min PENG Ai-hong XU Lan-zhen YAO Li-xiao CHEN Shan-chun ZHOU Chang-yong 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2022年第6期1683-1693,共11页
‘Candidatus Liberibacter asiaticus(CLas)’,which causes citrus Huanglongbing(HLB)disease,has not been successfully cultured in vitro to date.Here,a rapid multiplication system for CLas was established through in vitr... ‘Candidatus Liberibacter asiaticus(CLas)’,which causes citrus Huanglongbing(HLB)disease,has not been successfully cultured in vitro to date.Here,a rapid multiplication system for CLas was established through in vitro regeneration of axillary buds from CLas-infected‘Changyecheng’sweet orange(Citrus sinensis Osbeck).Stem segments with a single axillary bud were cultured in vitro to allow CLas to multiply in the regenerating axillary buds.A high CLas titer was detected in the regenerated shoots on an optimized medium at 30 days after germination(DAG).This titer was 28.2-fold higher than in the midribs from CLas-infected trees growing in the greenhouse.To minimize contamination during in vitro regeneration,CLas-infected axillary buds were micrografted onto seedlings of‘Changyecheng’sweet orange and cultured in a liquid medium.In this culture,the titers of CLas in regenerated shoots rapidly increased from 7.5×10^(4)to 1.4×10^(8)cellsμg^(-1)of citrus DNA during the first 40 DAG.The percentages of shoots with>1×10^(8)CLas cellsμg^(-1)DNA were 30 and 40%at 30 and 40 DAG,respectively.Direct tissue blot immunoassay(DTBIA)indicated that the distribution of CLas was much more uniform in regenerated plantlets than in CLas-infected trees growing in the greenhouse.The disease symptoms in the plantlets were die-back,stunted growth,leaf necrosis/yellowing,and defoliation.The death rate of the plantlets was 82.0%at 60 DAG.Our results show that CLas can effectively multiply in citrus plantlests in vitro.This method will be useful for studying plant-HLB interactions and for rapid screening of therapeutic compounds against CLas in citrus. 展开更多
关键词 CITRUS ‘Candidatus Liberibacter asiaticus’ multiplication in vitro citrus plantlets
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Code Design and Latency Analysis of Distributed Matrix Multiplication with Straggling Servers in Fading Channels
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作者 Ning Liu Kuikui Li Meixia Tao 《China Communications》 SCIE CSCD 2021年第10期15-29,共15页
This paper exploits coding to speed up computation offloading in a multi-server mobile edge computing(MEC)network with straggling servers and channel fading.The specific task we consider is to compute the product betw... This paper exploits coding to speed up computation offloading in a multi-server mobile edge computing(MEC)network with straggling servers and channel fading.The specific task we consider is to compute the product between a user-generated input data matrix and a large-scale model matrix that is stored distributively across the multiple edge nodes.The key idea of coding is to introduce computation redundancy to improve robustness against straggling servers and to create communication redundancy to improve reliability against channel fading.We utilize the hybrid design of maximum distance separable(MDS)coding and repetition coding.Based on the hybrid coding scheme,we conduct theoretical analysis on the average task uploading time,average edge computing time,and average output downloading time,respectively and then obtain the end-to-end task execution time.Numerical results demonstrate that when the task uploading phase or the edge computing phase is the performance bottleneck,the hybrid coding reduces to MDS coding;when the downlink transmission is the bottleneck,the hybrid coding reduces to repetition coding.The hybrid coding also outperforms the entangled polynomial coding that causes higher uplink and downlink communication loads. 展开更多
关键词 mobile edge computing distributed matrix multiplication coded computing cooperative transmission
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Coupling of high order multiplication perturbation method and reduction method for variable coefcient singular perturbation problems
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作者 张文志 黄培彦 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2014年第1期97-104,共8页
Based on the precise integration method(PIM), a coupling technique of the high order multiplication perturbation method(HOMPM) and the reduction method is proposed to solve variable coefcient singularly perturbed two-... Based on the precise integration method(PIM), a coupling technique of the high order multiplication perturbation method(HOMPM) and the reduction method is proposed to solve variable coefcient singularly perturbed two-point boundary value problems(TPBVPs) with one boundary layer. First, the inhomogeneous ordinary diferential equations(ODEs) are transformed into the homogeneous ODEs by variable coefcient dimensional expansion. Then, the whole interval is divided evenly, and the transfer matrix in each sub-interval is worked out through the HOMPM. Finally, a group of algebraic equations are given based on the relationship between the neighboring sub-intervals, which are solved by the reduction method. Numerical results show that the present method is highly efcient. 展开更多
关键词 high order multiplication perturbation method(HOMPM) reduction method variable coefcient singular perturbation problem two-point boundary value problem
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A MULTIPLICATION YIELD MODEL OF POLYCRYSTALLINE METAL AND THE ANALYSIS ON YIELD PHENOMENA
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作者 He Zongyan Hwang Kehchi Yu Shouwen, Dept. of Engineering Mechanics, Tsinghua University, Beijing 100084 《Acta Mechanica Solida Sinica》 SCIE EI 1995年第1期1-14,共14页
In this paper, a yield model of polycrystalline metal based on thenonlinear irreversible multiplication is proposed, from which the kinetic yield equationsand the yield stress formulas can be deduced. Some yield pheno... In this paper, a yield model of polycrystalline metal based on thenonlinear irreversible multiplication is proposed, from which the kinetic yield equationsand the yield stress formulas can be deduced. Some yield phenomena and experimentalresults can be explained reasonably. 展开更多
关键词 yield DISLOCATION multiplication
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Large-Integer Multiplication Based on Homogeneous Polynomials
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作者 Boris S. Verkhovsky 《International Journal of Communications, Network and System Sciences》 2012年第8期437-445,共9页
Several algorithms based on homogeneous polynomials for multiplication of large integers are described in the paper. The homogeneity of polynomials provides several simplifications: reduction of system of equations an... Several algorithms based on homogeneous polynomials for multiplication of large integers are described in the paper. The homogeneity of polynomials provides several simplifications: reduction of system of equations and elimination of necessity to evaluate polynomials in points with larger coordinates. It is demonstrated that a two-stage implementation of the proposed and Toom-Cook algorithms asymptotically require twice as many standard multiplications than their direct implementation. A multistage implementation of these algorithms is also less efficient than their direct implementation. Although the proposed algorithms as well as the corresponding Toom-Cook algorithms require numerous algebraic additions, the Generalized Horner rule for evaluation of homogeneous polynomials, provided in the paper, decrease this number twice. 展开更多
关键词 Homogeneous POLYNOMIALS Toom-Cook Algorithm Multidigit INTEGERS MULTI-STAGE multiplication Generalized Horner Rule Large-Integer multiplication
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Effect of Different Concentrations of Orange Juice for in Vitro Regeneration and Multiplication of Cocoyam (Taro)
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作者 Alfred O. Ubalua Ahamefula I. Ikpeama Onyinyechi D. Okeagu 《American Journal of Plant Sciences》 2015年第16期2569-2575,共7页
Taro (Colocasia esculenta) and tannia (Xanthosoma sagittifolium) are commonly referred to as cocoyam in Nigeria. They are cherished for their rich taste, nutritional and medicinal properties. Traditionally, cocoyams a... Taro (Colocasia esculenta) and tannia (Xanthosoma sagittifolium) are commonly referred to as cocoyam in Nigeria. They are cherished for their rich taste, nutritional and medicinal properties. Traditionally, cocoyams are vegetatively propagated from tuber fragments, a practice that encourages pathogen distribution. For rapid multiplication and production of quality planting materials, tissue culture technology offers promising alternative compared to the traditional production methods. In this study different concentrations of ripped sweet orange (Citrus sinensis) juice were screened for regeneration and multiplication of 2 months old in vitro cocoyam shoot explants. Among the concentrations, maximum numbers of roots (37 ± 5) were observed in Murashige and Skoog (MS) medium supplemented with 10% orange juice after 8 weeks in culture compared to 16 ± 4 (roots) observed in the control medium. On shoot multiplicity, 16 ± 3 shoots were induced in the control medium in contrast to 12 ± 0.8 shoots in the MS medium supplemented with 10% orange juice after 8 weeks of culture. Higher concentrations (25% and 35%) of the orange juice supplemented medium resulted in concomitant inhibition of all the growth parameters. The study successfully established that ripped orange juice could substitute the use of conventional growth hormones cytokinins (BAP) and auxins (NAA) in in vitro regeneration and rapid multiplication of cocoyam shoot explants. 展开更多
关键词 TARO Orange JUICE SHOOT EXPLANTS In VITRO Regeneration Rapid multiplication
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