Model predictive capability assessment under uncertainty

Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference

Volumn 6, Issue , 2005, Pages 4196-4204

  Mahadevan, Sankaran ^a,b   Rebba, Ramesh ^a,b  

^a VANDERBILT UNIVERSITY   (United States)

^b Department of Civil and Environmental Engineering ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORK; DECISION-MAKING; RELIABILITY ANALYSIS; VALIDATION;

APPROXIMATION THEORY; COMPUTER SIMULATION; EXTRAPOLATION; MATHEMATICAL MODELS; MEASUREMENT ERRORS; WAVE INTERFERENCE;

DECISION MAKING;

EID: 28844472576     PISSN: 02734508     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. American Institute of Aeronautics and Astronautics, Guide for the Verification and Validation of Computational Fluid Dynamics Simulations, AIAA-G-077-1998, Reston, VA, 1998.
2. Mahadevan, S., and Rebba, R., "Validation of Reliability Computational Models using Bayes Networks," J. of Reliability Engineering and System Safety, Vol. 87, 2005, pp. 223 - 232.
3. Zhang, R., and Mahadevan, S., "Bayesian Methodology for Reliability Model Acceptance," Reliability Engineering and System Safety, Vol. 80, 2003, pp. 95-103.
4. Srivastava, M. S., Methods of Multivariate Statistics, John Wiley, New York, 2002.
5. Jeffreys, H. J., Theory of Probability, Third Edition, Oxford: Clarendon Press, 1961.
6. Gilks, W. R., Richardson, S., and Spiegelhalter, D. J., Markov Chain Monte Carlo in Practice, Chapman & Hall/CRC, 1996.
7. Hills, R. G., and Leslie, I. H., "Statistical Validation of Engineering and Scientific Models: Validation Experiments to Application," Report No. SAND2003-0706, Sandia National Laboratories, Albuquerque, NM, 2003.
8. Jensen, F. V., and Jensen, F. B., Bayesian Networks and Decision Graphs, Springer-Verlag: New York, 2001.
9. Urbina, A., Paez, T. L., Hasselman, T. K., Wathugala, G. W., and Yap, K., "Assessment of Model Accuracy Relative to Stochastic System Behavior," Proceedings of 44th AIAA Structures, Structural Dynamics, Materials Conference, April 7-10, Norfolk, VA, 2003.