• 제목/요약/키워드: preconditioning test

검색결과 34건 처리시간 0.026초

기계학습 알고리즘을 이용한 반도체 테스트공정의 불량 예측 (Defect Prediction Using Machine Learning Algorithm in Semiconductor Test Process)

  • 장수열;조만식;조슬기;문병무
    • 한국전기전자재료학회논문지
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    • 제31권7호
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    • pp.450-454
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    • 2018
  • Because of the rapidly changing environment and high uncertainties, the semiconductor industry is in need of appropriate forecasting technology. In particular, both the cost and time in the test process are increasing because the process becomes complicated and there are more factors to consider. In this paper, we propose a prediction model that predicts a final "good" or "bad" on the basis of preconditioning test data generated in the semiconductor test process. The proposed prediction model solves the classification and regression problems that are often dealt with in the semiconductor process and constructs a reliable prediction model. We also implemented a prediction model through various machine learning algorithms. We compared the performance of the prediction models constructed through each algorithm. Actual data of the semiconductor test process was used for accurate prediction model construction and effective test verification.

초음파를 이용한 반도체의 신뢰성 평가 (Reliability Evaluation of Semiconductor using Ultrasonic)

  • 장효성;하욥;장경영;김정규
    • 한국신뢰성학회:학술대회논문집
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    • 한국신뢰성학회 2001년도 정기학술대회
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    • pp.239-244
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    • 2001
  • Today, Ultrasonic is used as an important non-destructive test tool of semiconductor reliability evaluation and failure analysis. The semiconductor packaging trend goes to develop thin package, this trend makes difficult to inspect to defect in semiconductor package. One of the important problem in all semiconductor is moisture absorption in the atmosphere. This moisture causes crack or delamination to package when the semiconductor package is soldered on PCB. Reliability evaluation of semiconductor's object is investigating the effect of this moisture. For that reason, this study is investigating the effect of this moisture and reliability evaluation of semiconductor after preconditioning test and scanning acoustic microscope.

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허혈성 전처치와 당원 결핍과의 관계 (Ischemic Preconditioning and Its Relation to Glycogen Depletion)

  • 장대영;김대중;원경준;조대윤;손동섭;양기민;라봉진;김호덕
    • Journal of Chest Surgery
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    • 제33권7호
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    • pp.531-540
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    • 2000
  • 연구배경; 심근세포내 에너지원인 단원 pool의 고갈이나 당대사의증가와 이로 인한 유산의 심근세포내 축적은 허혈 심근세포 손상의 중요한 원인으로 알려져 있다. 그러나 역설적으로 당원이 결핍된 용액으로 짧은 기간 동안 허혈-재관류를 반복(IP)한 경우와 유사한 결과를 가져올 수 있는 가능성을 조사하여 세포내 신호전달체계 중 PKC와의 관련성을 알아보고자 하였다. 대상 및 방법 ; Langendorff방법에 따라 관류하여 기준설 혈역학 값이 유지되면 전체허혈(5분)-재관류(10분) 1회 실시로 IP를 유도하고 45분 동안 전체 허혈후 120분 동안 재관류하였다. (IP군. n=13). 허혈 대조군(n=10)에서는 IPdjqt이 45분 동안 전체 허혈후 120 동안 재관류를 실시하였다. Glucose 결핍용액 투여 전처치군(n=12)에서는 기준선 혈역학 값이 유지되면 5분 동안 glucose를 포함하지 않은 관류액으로 관류한 후 10분 동안 표준 관류액으로 측정하였으며 실험 종료후 PKC활성도는 PKC-specific peptide와 32P-${\gamma}$-ATP incorporation으로 PKC활성도(nmol/g tissue)를 측정하였따. PKC 동종효소의 발현정도는 단클론항체($\alpha$,$\beta$,$\delta$,$\varepsilon$,ζ 등)를 사용하여 Western blot로 확인하였다. 심근경색 크기는 1% tetrazolium chloride로 염색하여 형태 계측하였다. 결과; 45분 동안 허혈LVDP(LV developed pressure), dP/dt 등은 다른 실험군에 비하여 IPrns에서 현저히 증가하였으나 glucose 결핍용액 투여 전처치군에서는 허혈 대조군과 큰 차이가 없었으며 관혈류량은 모든 실험군 사이에서 차이를 나타내지 않았다. 그러나 glucose 결핍용액 트여 저너치군(15$\pm$3.9%)과 IP군(19$\pm$1.2%)에서는 허혈 대조군(39$\pm$2.7%)에 비하여 심근경색 범위의 현저한 감소를 볼 수 있었다. (p<0.05). PKC 활성도는 기준선과 비교하여 허혈 대조군에서는 87% 정도를 감소하였으며 (p<0.05), IP 실시한 후와 IP후 45분 동안 허혈을 실시한 결우에는 각각 119, 145%로 현저히 증가하였다. (p<0.01). PKC 동종효소중 $\beta$, $\delta$, ζ 등에서는 발현정도에 유의한 변화가 없었던 반면 $\alpha$$\varepsilon$에서 양적인 변화를 관찰할 수 있었다. PKC-$\alpha$의 세포질분획의 발현은 기준선이나허혈 대조군과 비교하여 IPgn에 증가하는 경향을 나타내었으나, 이외의실험군에서는 큰 변화를 볼 수 없었다. PKC-$\alpha$의 세포막분획은 IP후롸, glucose 결핍용액 투여 전처치후, glucose 결핍용액 투여 전치치후 45분 동안 허혈후에 증가하는 경향을 나타내었다. PKC-$\varepsilon$의 세포질분획의 발현은 기준선이나 허혈 대조군과 비교하여 IPgn나 IPgn 45분 동안 허혈후, glucose 결핍용액 투여 전처치에 증가하는 경향을 나타내었으며 PKC-$\varepsilon$의 세포막분획은 IP후 45분 동안 허혈후, 또는 glucose 결핍용액 투여 전처치후에 발현이 증가하는 경향을 나타내었다. 결론 ; 이상으로 적출 관류 토끼 심장에서 glucose 결핍용액 투여로 전처치할 경우 후속된 장시간 동안의 허혈에 대하여 좌심실기능 회복 증가는 기대할 수 없으나 심근경색 범위가 감소되거나 한정되는 보호효과가 있음을 알 수 있었다.

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COMPARISONS OF PARALLEL PRECONDITIONERS FOR THE COMPUTATION OF SMALLEST GENERALIZED EIGENVALUE

  • Ma, Sang-Back;Jang, Ho-Jong;Cho, Jae-Young
    • Journal of applied mathematics & informatics
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    • 제11권1_2호
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    • pp.305-316
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    • 2003
  • Recently, an iterative algorithm for finding the interior eigenvalues of a definite matrix by CG-type method has been proposed. This method compares to the inverse power method. The given matrices A, and B are assumed to be large and sparse, and SPD( Symmetric Positive Definite) The CG scheme for the optimization of the Rayleigh quotient has been proven a very attractive and promising technique for large sparse eigenproblems for smallest eigenvalue. Also, it is very amenable to parallel computations, like the CG method for the linear systems. A proper choice of the preconditioner significantly improves the convergence of the CG scheme. But for parallel computations we need to find an efficient parallel preconditioner. Our candidates we ILU(0) in the wave-front order, ILU(0) in the multi-coloring order, Point-SSOR(Symmetric Successive Overrelaxation), and Multi-Color Block SSOR preconditioner. Wavefront order is a simple way to increase parallelism in the natural order, and Multi-coloring realizes a parallelism of order(N), where N is the order of the matrix. Another choice is the Multi-Color Block SSOR(Symmetric Successive OverRelaxation) preconditioning. Block SSOR is a symmetric preconditioner which is expected to minimize the interprocessor communication due to the blocking. We implemented the results on the CRAY-T3E with 128 nodes. The MPI (Message Passing Interface) library was adopted for the interprocessor communications. The test problem was drawn from the discretizations of partial differential equations by finite difference methods. The results show that for small number of processors Multi-Color ILU(0) has the best performance, while for large number of processors Multi-Color Block SSOR performs the best.

Newton-GMRES 법을 사용한 혼합격자에서의 압축성 Navier-Stoke 방정식 수치 해석 (Numerical Solutions of Compressible Navier-Stokes Equations on Hybrid Meshes Using Newton-GMRES Method)

  • 최환석
    • 한국전산유체공학회:학술대회논문집
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    • 한국전산유체공학회 2000년도 춘계 학술대회논문집
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    • pp.178-183
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    • 2000
  • An efficient Newton-GMRES algorithm is presented for computing two-dimensional steady compressible viscous flows on unstructured hybrid meshes. The scheme is designed on cell-centered finite volume method which accepts general polygonal meshes. Steady-state solution is obtained with pseudo-transient continuation strategy. The preconditioned, restarted general minimum residual(GMRES) method is employed in matrix-free form to solve the linear system arising at each Newton iteration. The incomplete LU fartorization is employed for the preconditioning of linear system. The Spalart-Allmars one equation turbulence model is fully coupled with the flow equations to simulate turbulence effect. The accuracy, efficiency and robustness of the presently developed method are demonstrated on various test problems including laminar and turbulent flows over flat plate and airfoils.

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수정완경사방정식을 위한 반복기법의 효율성 비교 (Efficient Iterative Solvers for Modified Mild Slope Equation)

  • 윤종태;박승민
    • 한국해양공학회지
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    • 제20권6호
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    • pp.61-66
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    • 2006
  • Two iterative solvers are applied to solve the modified mild slope equation. The elliptic formulation of the governing equation is selected for numerical treatment because it is partly suited for complex wave fields, like those encountered inside harbors. The requirement that the computational model should be capable of dealing with a large problem domain is addressed by implementing and testing two iterative solvers, which are based on the Stabilized Bi-Conjugate Gradient Method (BiCGSTAB) and Generalized Conjugate Gradient Method (GCGM). The characteristics of the solvers are compared, using the results for Berkhoff's shoal test, used widely as a benchmark in coastal modeling. It is shown that the GCGM algorithm has a better convergence rate than BiCGSTAB, and preconditioning of these algorithms gives more than half a reduction of computational cost.

A PRECONDITIONER FOR THE NORMAL EQUATIONS

  • Salkuyeh, Davod Khojasteh
    • Journal of applied mathematics & informatics
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    • 제28권3_4호
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    • pp.687-696
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    • 2010
  • In this paper, an algorithm for computing the sparse approximate inverse factor of matrix $A^{T}\;A$, where A is an $m\;{\times}\;n$ matrix with $m\;{\geq}\;n$ and rank(A) = n, is proposed. The computation of the inverse factor are done without computing the matrix $A^{T}\;A$. The computed sparse approximate inverse factor is applied as a preconditioner for solving normal equations in conjunction with the CGNR algorithm. Some numerical experiments on test matrices are presented to show the efficiency of the method. A comparison with some available methods is also included.

A Rabbit Model of Fat Graft Recipient Site Preconditioning Using External Negative Pressure

  • Lee, Jung Woo;Han, Yea Sik;Kim, Sin Rak;Kim, Han Kyeol;Kim, Hyun;Park, Jin Hyung
    • Archives of Plastic Surgery
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    • 제42권2호
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    • pp.150-158
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    • 2015
  • Background Fat is widely used in soft tissue augmentation. Nevertheless, it has an unpredictably high resorption rate. Clinically, external expansion with negative pressure is used to increase fat graft survival. In this study, fat graft recipient sites were preconditioned by external application of negative pressure in order to test for improvements in vascularity and fat graft survival. Methods Negative pressure was applied randomly to either the left or right dorsal ear of 20 New Zealand male white rabbits at a pressure of -125 mm Hg. The negative pressure was removed one week after the skin perfusion was measured. The skin flap at each ear was elevated, and 1 g of fat was grafted above the dorsal perichondrium. After one week, the fat weight, microvessel density, mature vessel density of the skin and fat, and amount of glycerol released were measured. Three months after the grafting, the same measurements were performed, with the exception of glycerol release. Results The fat survival rate of the experimental group ($75.4%{\pm}3.9%$) was higher than that of the control group ($53.1%{\pm}4.3%$) (P<0.001). Skin perfusion was higher in the experimental group. The glycerol release in the experimental group was significantly higher than in the control. The microvessel density of the skin and fat was significantly higher in the experimental group. Three months after the grafting, the skin and fat mature vessel density was significantly higher in the experimental groups. Conclusions Negative pressure prior to fat grafting increased the vascularity of the recipient site, and, accordingly, enhanced fat graft survival.

Hydrogel Ocular Inserts for the Treatment of Infectious Bovine Keratoconjunctivitis

  • Ryoo, Je-Phil;Greer, R.T.;Rosenbusch, R.F.
    • Journal of Pharmaceutical Investigation
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    • 제22권3호spc1호
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    • pp.35-47
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    • 1992
  • Hydrogel coated ring shaped ocular inserts (containing the antibiotic, tylosin tartrate) were used in an evaluation of the effectiveness of polymeric ocular drug release devices for treating infectious bovine keratoconjunctivitis. The in vivo experiments represent the first experiments using hydrogel ocular inserts containing an antibiotic for treating infectious bovine keratoconjunctivitis. In the infection tests, ten calves. were challenged with $2.4{\times}10^8{\sim}1.6{\times}10^9$ Moraxella bovis (a bacterium) colonies per eye following two ten minute ultraviolet radiation eye preconditioning exposures. Ninety five percent of the eyes (19 of 20 eyes) were successfully infected by this method. All infected eyes were monitored for the presence of the bacteria quantitiatively, and clinical observations were made for 14 days. The test was performed by three consecutive steps: 1) inoculation with 2 ultraviolet (UV) radiations, 2) growth of bacterial colonies and 3) treatment with medicated ring-shaped devices. The first. bacteriological measurements after 2 UV exposures were performed at day 3 of the tests. At day 7 after inoculation of both eyes of a calf with M. bovis, a medicated or a non-medicated ring-shaped device was inserted into each eye of a calf. The eye receiving the non-medicated ring was taken as a control for comparison with the eye that received a medicated ring. During the next 7 day period following a medicated ring insertion, the number of bacteria in the treated eyes dropped dramatically to negligible levels (0 to 30 colony forming units/swab), while the control eyes which received a non-medicated ring still exhibited a relatively high number of bacteria ($10^3\;to\;10^6$ colony forming units/swab). The number of bacteria was significantly reduced by the antibiotic released from the medicated ocular insert.

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하천제방 양질사토에 대한 수크령과 억새 뿌리의 토양전단강도 보강효과 (Effect of Soil Reinforcement on Shear Strength by Pennisetum alopecuroides and Miscanthus sinensis Roots on Loamy Sand at River Banks)

  • 당지희;조용현;이춘석
    • 한국환경복원기술학회지
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    • 제20권2호
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    • pp.79-91
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    • 2017
  • This study was conducted to find out the physical properties and soil shearing strength reinforcement effect of herbaceous plants for the slope revegetation works. Two native plants(Pennisetum alopecuroides and Miscanthus sinensis) were used for this experiment, because they have excellent seed germination rates without preconditioning, and grow naturally around rivers. To identify the physical properties, the partial dry weight of plants were investigated. To identify the soil shearing strength reinforcement effect, the respective soil shearing strengths of the control soils, Pennisetum alopecuroides, Miscanthus sinensis samples were measured. Also, we did a correlation analysis to examine the relation of shearing strength to plant features. The results are summarized as follows: 1. The average dry weight of Pennisetum alopecuroides samples consists of 52.36% above ground and 47.64% at root. And in dry weight, 78.24% of it's root distributes within 10 cm in soil depth. Meanwhile the average dry weight of Miscanthus sinensis samples consists of 52.91% above ground and 47.09% at root. And in dry weight, 82.95% of it's root distributes within 10 cm in soil depth. 2. The results of correlation analysis showed that for both Pennisetum alopecuroides and Miscanthus sinensis, it could not be said that there was any correlation between shearing strength and plant characteristics, and statistically they were not meaningful. 3. In the shearing strength test with control soils, Pennisetum alopecuroides, Miscanthus sinensis as subjects, the differences in shearing strength measurement results were modest, and the order was shown as control soils < Pennisetum alopecuroides < Miscanthus sinensis, so the soil shearing strength reinforcement effect by the Pennisetum alopecuroides and the Miscanthus sinensis on loamy sand at river banks surface was confirmed.