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Volumn 111, Issue , 2013, Pages 273-286

A sequential approach for stochastic computer model calibration and prediction

Author keywords

Bayesian analysis; Computer model calibration; Guassian process model; Parameter uncertainty; Stochastic computer simulation; Uncertainty quantification

Indexed keywords

BAYESIAN NETWORKS; COMPUTER SIMULATION; FORECASTING; STOCHASTIC SYSTEMS; UNCERTAINTY ANALYSIS;

EID: 84871798969     PISSN: 09518320     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ress.2012.11.004     Document Type: Article
Times cited : (18)

References (22)
  • 3
    • 33745824270 scopus 로고    scopus 로고
    • Application of MCMC-GSA model calibration method to urban runoff quality modeling
    • DOI 10.1016/j.ress.2005.11.051, PII S0951832005002498
    • A Kanso, G Chebbo, and B Tassin Application of MCMC-GSA model calibration method to urban runoff quality modeling Reliability Engineering & System Safety 91 2006 1398 1405 (Pubitemid 44026674)
    • (2006) Reliability Engineering and System Safety , vol.91 , Issue.10-11 , pp. 1398-1405
    • Kanso, A.1    Chebbo, G.2    Tassin, B.3
  • 6
    • 33745834387 scopus 로고    scopus 로고
    • Statistical calibration of computer simulations
    • DOI 10.1016/j.ress.2005.11.032, PII S0951832005002449
    • K Campbell Statistical calibration of computer simulations Reliability Engineering & System Safety 91 2006 1358 1363 (Pubitemid 44026673)
    • (2006) Reliability Engineering and System Safety , vol.91 , Issue.10-11 , pp. 1358-1363
    • Campbell, K.1
  • 8
    • 33745699573 scopus 로고    scopus 로고
    • Bayesian analysis of computer code outputs: A tutorial
    • A O'Hagan Bayesian analysis of computer code outputs: a tutorial Reliability Engineering & System Safety 91 2006 1290 1300
    • (2006) Reliability Engineering & System Safety , vol.91 , pp. 1290-1300
    • O'Hagan, A.1
  • 9
    • 79251624169 scopus 로고    scopus 로고
    • A general statistical model for computer experiments with time series output
    • D Drignei A general statistical model for computer experiments with time series output Reliability Engineering & System Safety 96 2011 460 467
    • (2011) Reliability Engineering & System Safety , vol.96 , pp. 460-467
    • Drignei, D.1
  • 11
    • 70549096875 scopus 로고    scopus 로고
    • Bayesian validation of computer models
    • SC Wang, W Chen, and KL Tsui Bayesian validation of computer models Technometrics 51 2009 439 451
    • (2009) Technometrics , vol.51 , pp. 439-451
    • Wang, S.C.1    Chen, W.2    Tsui, K.L.3
  • 13
  • 14
    • 80053210042 scopus 로고    scopus 로고
    • Kriging metamodel with modified nugget-effect: The heteroscedastic variance case
    • J Yin, SH Ng, and KM Ng Kriging metamodel with modified nugget-effect: the heteroscedastic variance case Computers & Industrial Engineering 61 2011 760 777
    • (2011) Computers & Industrial Engineering , vol.61 , pp. 760-777
    • Yin, J.1    Ng, S.H.2    Ng, K.M.3
  • 16
    • 70549095831 scopus 로고    scopus 로고
    • Diagnostics for Gaussian process emulators
    • LS Bastos, and A O'Hagan Diagnostics for Gaussian process emulators Technometrics 51 2009 425 438
    • (2009) Technometrics , vol.51 , pp. 425-438
    • Bastos, L.S.1    O'Hagan, A.2
  • 18
    • 46749084250 scopus 로고    scopus 로고
    • Bayesian hierarchical modeling for integrating low-accuracy and high-accuracy experiments
    • PZG Qian, and Wu CFJ Bayesian hierarchical modeling for integrating low-accuracy and high-accuracy experiments Technometrics 50 2008 192 204
    • (2008) Technometrics , vol.50 , pp. 192-204
    • Qian, P.Z.G.1    Cfj, W.2
  • 19
    • 84950432017 scopus 로고
    • A monte-carlo implementation of the em algorithm and the poor man's data augmentation algorithms
    • GCG Wei, and MA Tanner A monte-carlo implementation of the EM algorithm and the poor man's data augmentation algorithms Journal of the American Statistical Association 85 1990 699 704
    • (1990) Journal of the American Statistical Association , vol.85 , pp. 699-704
    • Wei, G.C.G.1    Tanner, M.A.2
  • 22
    • 0000561424 scopus 로고    scopus 로고
    • Efficient Global Optimization of Expensive Black-Box Functions
    • DR Jones, M Schonlau, and WJ Welch Efficient global optimization of expensive black-box functions Journal of Global Optimization 13 1998 455 492 (Pubitemid 128507405)
    • (1998) Journal of Global Optimization , vol.13 , Issue.4 , pp. 455-492
    • Jones, D.R.1    Schonlau, M.2    Welch, W.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.