메뉴 건너뛰기




Volumn , Issue , 2012, Pages 91-96

Multistep virtual metrology approaches for semiconductor manufacturing processes

Author keywords

[No Author keywords available]

Indexed keywords

CONTEXT INFORMATION; COST-INTENSIVE; DATA SETS; ELECTRICAL TESTS; FEEDBACK CONTROL LOOPS; HIGH-DIMENSIONAL; INPUT SPACE; LAYER THICKNESS; MULTI-STEP; ON-PRODUCT MONITORING; PROCESS DATA; PROCESS STEPS; PROCESS TIME; PRODUCTION PROCESS; QUALITY FEATURES; REGRESSION TECHNIQUES; SEMICONDUCTOR MANUFACTURING; SEMICONDUCTOR MANUFACTURING INDUSTRY; SEMICONDUCTOR MANUFACTURING PROCESS; SEQUENTIAL OPERATIONS; STATE OF THE ART; STATISTICAL MODELS; VIRTUAL METROLOGY;

EID: 84872530718     PISSN: 21618070     EISSN: 21618089     Source Type: Conference Proceeding    
DOI: 10.1109/CoASE.2012.6386484     Document Type: Conference Paper
Times cited : (17)

References (14)
  • 1
    • 28744445187 scopus 로고    scopus 로고
    • Virtual metrology: A solution for wafer to wafer advanced process control
    • ISSM 2005, IEEE International Symposium on. IEEE
    • P. Chen, S. Wu, J. Lin, F. Ko, H. Lo, J. Wang, C. Yu, and M. Liang, "Virtual metrology: A solution for wafer to wafer advanced process control," in Semiconductor Manufacturing, 2005. ISSM 2005, IEEE International Symposium on. IEEE, 2005, pp. 155-157.
    • (2005) Semiconductor Manufacturing, 2005 , pp. 155-157
    • Chen, P.1    Wu, S.2    Lin, J.3    Ko, F.4    Lo, H.5    Wang, J.6    Yu, C.7    Liang, M.8
  • 2
    • 82455192501 scopus 로고    scopus 로고
    • Dynamic maintenance in semiconductor manufacturing using Bayesian networks
    • 2011 IEEE Conference on. IEEE
    • D. Kurz, J. Kaspar, and J. Pilz, "Dynamic maintenance in semiconductor manufacturing using bayesian networks," in Automation Science and Engineering (CASE), 2011 IEEE Conference on. IEEE, 2011, pp. 238-243.
    • (2011) Automation Science and Engineering (CASE) , pp. 238-243
    • Kurz, D.1    Kaspar, J.2    Pilz, J.3
  • 3
    • 82455219074 scopus 로고    scopus 로고
    • Multilevel lasso applied to virtual metrology in semiconductor manufacturing
    • 2011 IEEE Conference on. IEEE
    • S. Pampuri, A. Schirru, G. Fazio, and G. De Nicolao, "Multilevel lasso applied to virtual metrology in semiconductor manufacturing," in Automation Science and Engineering (CASE), 2011 IEEE Conference on. IEEE, 2011, pp. 244-249.
    • (2011) Automation Science and Engineering (CASE) , pp. 244-249
    • Pampuri, S.1    Schirru, A.2    Fazio, G.3    De Nicolao, G.4
  • 5
    • 80655138971 scopus 로고    scopus 로고
    • A virtual metrology system for predicting cvd thickness with equipment variables and qualitative clustering
    • 2011 IEEE 16th Conference on. IEEE
    • G. Susto, A. Beghi, and C. De Luca, "A virtual metrology system for predicting cvd thickness with equipment variables and qualitative clustering," in Emerging Technologies & Factory Automation (ETFA), 2011 IEEE 16th Conference on. IEEE, 2011, pp. 1-4.
    • (2011) Emerging Technologies & Factory Automation (ETFA) , pp. 1-4
    • Susto, G.1    Beghi, A.2    De Luca, C.3
  • 6
    • 21744462998 scopus 로고    scopus 로고
    • On bias, variance, 0/1loss, and the curse-of-dimensionality
    • J. Friedman, "On bias, variance, 0/1loss, and the curse-of-dimensionality," Data mining and knowledge discovery, vol. 1, no. 1, pp. 55-77, 1997.
    • (1997) Data Mining and Knowledge Discovery , vol.1 , Issue.1 , pp. 55-77
    • Friedman, J.1
  • 8
    • 0032638628 scopus 로고    scopus 로고
    • Least squares support vector machine classifiers
    • J. Suykens and J. Vandewalle, "Least squares support vector machine classifiers," Neural processing letters, vol. 9, no. 3, pp. 293-300, 1999.
    • (1999) Neural Processing Letters , vol.9 , Issue.3 , pp. 293-300
    • Suykens, J.1    Vandewalle, J.2
  • 9
    • 85161148381 scopus 로고    scopus 로고
    • The elements of statistical learning: Data mining, inference and prediction
    • T. Hastie, R. Tibshirani, J. Friedman, and J. Franklin, "The elements of statistical learning: data mining, inference and prediction," The Mathematical Intelligencer, vol. 27, no. 2, pp. 83-85, 2005.
    • (2005) The Mathematical Intelligencer , vol.27 , Issue.2 , pp. 83-85
    • Hastie, T.1    Tibshirani, R.2    Friedman, J.3    Franklin, J.4
  • 10
    • 0033906922 scopus 로고    scopus 로고
    • Ridge regression: Biased estimation for Nonorthogonal problems
    • A. Hoerl and R. Kennard, "Ridge regression: Biased estimation for nonorthogonal problems," Technometrics, vol. 42, no. 1, 2000.
    • (2000) Technometrics , vol.42 , Issue.1
    • Hoerl, A.1    Kennard, R.2
  • 11
    • 0021526522 scopus 로고    scopus 로고
    • History and development of dynamic programming
    • R. Bellman and E. Lee, "History and development of dynamic programming," Control Systems Magazine, IEEE, vol. 4, no. 4, pp. 24-28, 2002.
    • (2002) Control Systems Magazine, IEEE , vol.4 , Issue.4 , pp. 24-28
    • Bellman, R.1    Lee, E.2
  • 12
    • 84863888440 scopus 로고    scopus 로고
    • A predictive maintenance system based on regularization methods for ion-implantation
    • 2012 23rd Annual SEMI. IEEE
    • G. Susto, A. Schirru, S. Pampuri, and A. Beghi, "A predictive maintenance system based on regularization methods for ion-implantation," in Advanced Semiconductor Manufacturing Conference (ASMC), 2012 23rd Annual SEMI. IEEE, 2012, pp. 175-180.
    • (2012) Advanced Semiconductor Manufacturing Conference (ASMC) , pp. 175-180
    • Susto, G.1    Schirru, A.2    Pampuri, S.3    Beghi, A.4
  • 13
    • 85057634143 scopus 로고    scopus 로고
    • Multilevel kernel methods for virtual metrology in semiconductor manufacturing
    • A. Schirru, S. Pampuri, C. De Luca, and G. De Nicolao, "Multilevel kernel methods for virtual metrology in semiconductor manufacturing," in World Congress, vol. 18, no. 1, 2011, pp. 11614-11621.
    • (2011) World Congress , vol.18 , Issue.1 , pp. 11614-11621
    • Schirru, A.1    Pampuri, S.2    De Luca, C.3    De Nicolao, G.4
  • 14
    • 0034738987 scopus 로고    scopus 로고
    • Pushing the limits of lithography
    • R. Ito, S. Okazaki, et al., "Pushing the limits of lithography," Nature, vol. 406, no. 6799, pp. 1027-1031, 2000.
    • (2000) Nature , vol.406 , Issue.6799 , pp. 1027-1031
    • Ito, R.1    Okazaki, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.