• Title/Summary/Keyword: Variation

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Machine Learning Based Variation Modeling and Optimization for 3D ICs

  • Samal, Sandeep Kumar;Chen, Guoqing;Lim, Sung Kyu
    • Journal of information and communication convergence engineering
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    • v.14 no.4
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    • pp.258-267
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    • 2016
  • Three-dimensional integrated circuits (3D ICs) experience die-to-die variations in addition to the already challenging within-die variations. This adds an additional design complexity and makes variation estimation and full-chip optimization even more challenging. In this paper, we show that the industry standard on-chip variation (AOCV) tables cannot be applied directly to 3D paths that are spanning multiple dies. We develop a new machine learning-based model and methodology for an accurate variation estimation of logic paths in 3D designs. Our model makes use of key parameters extracted from existing GDSII 3D IC design and sign-off simulation database. Thus, it requires no runtime overhead when compared to AOCV analysis while achieving an average accuracy of 90% in variation evaluation. By using our model in a full-chip variation-aware 3D IC physical design flow, we obtain up to 16% improvement in critical path delay under variations, which is verified with detailed Monte Carlo simulations.

Genetic Stock Identification of Common Carp (Cyprinus carpio) by Detection of Intraspecific DNA Sequence Variation in the Mitochondrial 12S rRNA Gene (미토콘드리아 12S rRNA 유전자 변이 조사를 통한 잉어(Cyprinus carpio)의 유전학적 동정)

  • 남윤권;주수동;정창화;노충환;조재윤;김동수
    • Journal of Aquaculture
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    • v.10 no.4
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    • pp.403-407
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    • 1997
  • Intraspecific sequence variation was detected by polymerase chain reaction (PCR) and direct sequencing of a 350-nucleotide region of the mitochondrial 12S rRNA gene of two natural populations (Han River and Nakdong River) and one hatchery stock (Jinhae Inland Fisheries Institute) of local strain common carp, one Israeli strain of common carp stock from Pukyong National University (PKU), and one hybrid between Israeli strain of common carp female and local strain common carp male from PKU stock. There is little variation in 350 bases of the mitochondrial 12S rRNA gene sequences among 2 natural and 1 hatchery local strain common carp populatins, representing abut 7 to 20 nucleotide differences (less than 6%). The sequence of specimens from Han River was more similar to that from Nakdong River (identity=98.0%) than to that from Jinhae Inland Fisheries Institute (identity=96.3%). Sequence variation between Israeli strain and wild local strain common carp was higher than the variation within natural stocks. The level of variation was ranged from 15.7 to 17.7%. The hybrid showed very similar nucleotide4 sequence of 12S rRNA gene to the sequence of Israeli strain with the identity of 98.9%.

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A Study on Students' Adaptation to Changes in Their Learning Environments at School - Focused on Students' Experience of Transition to the New Variation Type Middle School - (학교 학습환경 변화에 따른 학생적응에 관한 연구 - 신축 교과교실제 중학교로의 이전경험을 중심으로 -)

  • Rieh, Sun-Young
    • Journal of the Korean Institute of Educational Facilities
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    • v.27 no.2
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    • pp.79-86
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    • 2020
  • Since the introduction of the new Variation Type school, few studies have focused on students' adaptation to the changes in their learning environments at school. This paper is based on the Stage-Environment Fit theory, which asserts that a successful school life(in terms of motivation to learn) is ensured only when the school environment meets the social and emotional needs of students. Focusing on the third-grade student's adaptation to a new Variation Type school during their middle school period, the following conclusions were drawn. First, the transition to a new Variation Type school during middle school is much more difficult than adjusting to a new Variatio Type school upon admission to middle school. Second, this difficulty in adaptation is caused by socio-emotional dissatisfaction in adolescent students, for whom deconstruction of previous friendships can hinder motivation to learn. Third, third-grade students who experienced stress due to spatial changes tended to have a negative attitude towards the new Variation Type itself as they feel more tired from failing to use the space properly. Fourth, to transition successfully to a new Variation Type school, socio-emotional problems must be solved through the reduction of scale of the homebase, and the provision of various choices increasing the number of homebase.

Effects of Tipping Paper and Plug Wrap on Cigarette Filter Ventilation (팁페이파 및 필터권지 기공도 조합이 제품담배 공기희석율에 미치는 영향)

  • 김정열;김종열;신창호
    • Journal of the Korean Society of Tobacco Science
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    • v.23 no.1
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    • pp.60-64
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    • 2001
  • The variability of a ventilated filter cigarette depends on the details of its construction and one properties of its components and the variations in filter ventilation is effected by many factors such as tobacco column pressure drop, filter pressure drop, tipping paper and plug wrap permeability, and vent position. In this study, the effects of combination of tipping paper and plug wrap on filter ventilation of cigarettes were studied for the target ventilation level under the specific tobacco column and filter tip in order to reduce the variation of filter ventilation. When Nicolas Baskevitch\`s equation on filter ventilation was used to try out Monte Carlo Simulation, at the combination where tipping paper permeability is high and plug wrap permeability is low, even the small change in tipping paper and plug wrap permeability showed high variation of target ventilation level. Also, according to the analysis data of filter ventilation in cigarettes designed at the level of 45% filter ventilation by the combinations with tipping paper and plug wrap, the variation in cigarette filter ventilation was increased as increasing tipping paper permeability and decreasing plug wrap permeability. As the results of this study, the variation of filter ventilation can be reduced by increasing plug wrap permeability/tipping paper permeability ratio in the cigarette design, considering 2-3% of tipping paper permeability variation(%CV) and about 10% of plugwrap permeability variation.

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Solar Cyclic Modulation of Diurnal Variation in Cosmic Ray Intensity

  • Park, Eun Ho;Jung, Jongil;Oh, Suyeon;Evenson, Paul
    • Journal of Astronomy and Space Sciences
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    • v.35 no.4
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    • pp.219-225
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    • 2018
  • Cosmic rays are ions that move at relativistic speeds. They generate secondary cosmic rays by successive collisions with atmospheric particles, and then, the secondary particles reach the ground. The secondary particles are mainly neutrons and muons, and the neutrons are observed by the ground neutron monitor. This study compared the diurnal variation in cosmic ray intensity obtained via harmonic analysis and that obtained through the pile-up method, which was examined in a previous study. In addition, we analyzed the maximum phase of the diurnal variation using four neutron monitors with a cutoff rigidity below approximately 6 GV, located at similar longitudes to the Oulu and Rome neutron monitors. Expanding the data of solar cycles 20-24, we examined the time of the maximum cosmic ray intensity, that is, the maximum phase regarding the solar cyclic modulation. During solar cycles 20-24, the maximum phase derived by harmonic analysis showed no significant difference with that derived by the pile-up method. Thus, the pile-up method, a relatively straightforward process to analyze diurnal variation, could replace the complex harmonic analysis. In addition, the maximum phase at six neutron monitors shows the 22-year cyclic variation very clearly. The maximum phase tends to appear earlier and increase the width of the variation in solar cycles as the cutoff rigidity increases.

Characterization on the Variation of Streamflow at the Unit Watershed for the Management of Total Maximum Daily Loads - in Guem River Basin - (수질오염총량관리 단위유역의 유량변화 특성분석 - 금강수계를 대상으로 -)

  • Park, Jun Dae;Oh, Seung Young;Choi, Ok Youn
    • Journal of Korean Society on Water Environment
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    • v.27 no.6
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    • pp.914-925
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    • 2011
  • The variation of streamflow is regarded as one of the most influential factors on the fluctuation of water quality in the stream. The characteristics of the variation should be taken into account in the plans for the management of Total Maximum Daily Loads (TMDLs). This study analysed and characterized spatial distribution and temporal variation of streamflow at each unit watershed in Guem-river basin. For the analysis of the distribution of streamflow, the type and the extent of the distribution were investigated for the unit watershed. For the analysis of the variation, short and long term changes of streamflow were examined. The result showed that most of the distributions were not log-normalized and the extent of variation tends to be greater at the unit watershed placed on the tributaries in the basin. A kind of margin could be granted to the unit watershed involving high variations so as to establish the water quality goal and load allotment more reasonably and effectively in view of whole waterbody.

A study on the Statistical Distribution and Testing of Variation Indicies at the Small Area ,Variation Analysis (지역간 의료이용 변이지표의 통계학적 분포와 검정에 대한 연구)

  • Nam, Jung-Mo;Cho, Woo-Hyun;Lee, Sun-Hee
    • Journal of Preventive Medicine and Public Health
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    • v.32 no.1
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    • pp.80-87
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    • 1999
  • Objectives. The Study of Small Area Variation(SAV) is most interesting issue in the health care researches. Most studies of SAV have been concluded the existences of variation on the basis of the magnitude of variation without statistical testing. But it is difficult to explain the existence of variation with this way because variation indicies are easily influenced by several parameters and also their distribution are skewed. So, it needs for the study to investigate the distribution of these indices and develop the statistical testing model. Methods. This study was planned to analyze on the distribution of variation indices such as Extremal Quotient(EQ), Coefficient of Variation(CV), Systematic Component of Variation(SCV) and compare the statistical power among indicies. The simulations was performed on the basis of several assumptions and compared to the empirical data. Results. Main findings can be summarized as follows. 1. If other conditions are constant, the more number of regions, the larger 95 percentile of EQ. But under same situation, 95 percentile of CV and SCV were slightly decreased. 2. If the size of regional population or utilization rate were increased, 95 percentile of all statistics were decreased. Also in the cases of small population size and low utilization rate, 95 percentiles of EQ showed various change contrast to the little change of CV. 3. If the difference at the size of regional population were increased, 95 percentiles of EQ and SCV were increased contrast to the little different of CV. 4. If the utilization rate were increased, 95 percentiles of all indicies were increased. But under the same difference of utilization rate, the power of CV and SCV were increased comparing to no change of the power of EQ. 5. Usually the power of EQ were lower than that of CV or SCV and it is similar between CV and SCV. Conclusions. Therefore, we suggest that in selecting the variation indicies at the SAV, CV or SCV are superior than EQ in terms of significance level and power.

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Occurrence and identification of genetic variation and variation continuity in strawberry tissue culture caused by benzyladenine treatment (딸기 조직배양 시 BA (benzyladenine) 처리에 따른 변이 발생 및 변이 연속성 검정)

  • Kim, Hye Jin;Choi, Mi Ja;Lee, Jong Nam;Suh, Jong Taek;Kim, Ki Deog;Kim, Yul Ho;Hong, Su Young;Kim, Su Jeong;Sohn, Hwang Bae;Nam, Jeong Hwan
    • Journal of Plant Biotechnology
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    • v.47 no.1
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    • pp.46-52
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    • 2020
  • This experiment study aimed to identify the continuous genetic variation caused by benzyladenine (BA) treatment in strawberry tissue culture. The 'Goha' cultivar was used and treated with different concentrations of BA (0.0, 0.5, 1.0, 2.0 mg·L-1). Morphological and genetic variation tests were performed, and genetic continuity tests were performed for three years. The morphological variation induced by BA was distinctively high (10.5 ~ 20.0%) and the genetic variation was 7.0 ~ 15.0%, 1.8 ~ 10.0%, and 5.0% in the first, second, and third year of cultivation, respectively. The rate of genetic variation decreased with increasing cultivation years. In addition, genetic variation caused by BA 1.0 mg·L-1 and BA 2.0 mg·L-1 occurred in the first and second years of cultivation, whereas only BA 2.0 mg·L-1 caused genetic variation in the third year of cultivation. Therefore, a concentration of less than 1.0 mg·L-1 BA was used for the propagation of strawberry tissue culture plants, and it was necessary to identify their variation.

Bayesian Test for Equality of Coefficients of Variation in the Normal Distributions

  • Lee, Hee-Choon;Kang, Sang-Gil;Kim, Dal-Ho
    • 한국데이터정보과학회:학술대회논문집
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    • 2003.10a
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    • pp.49-56
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    • 2003
  • When X and Y have independent normal distributions, we develop a Bayesian testing procedure for the equality of two coefficients of variation. Under the reference prior of the coefficient of variation, we propose a Bayesian test procedure for the equality of two coefficients of variation using fractional Bayes factor. A real data example is provided.

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CONDITIONAL FOURIER-FEYNMAN TRANSFORMS OF VARIATIONS OVER WIENER PATHS IN ABSTRACT WIENER SPACE

  • Cho, Dong-Hyun
    • Journal of the Korean Mathematical Society
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    • v.43 no.5
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    • pp.967-990
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    • 2006
  • In this paper, we evaluate first variations, conditional first variations and conditional Fourier-Feynman transforms of cylinder type functions over Wiener paths in abstract Wiener space and then, investigate relationships among first variation, conditional first variation, Fourier-Feynman transform and conditional Fourier-Feynman transform of those functions. Finally, we derive the conditional Fourier-Feynman transform for the product of cylinder type function which defines the functions in a Banach algebra introduced by Yoo, with n linear factors.