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Surfpack References
Surfpack User's Manual
(to be published in August/September 2006)
Giunta, A. A., Swiler, L. P., Brown, S. L., Eldred, M. S., Richards, M.
D., and Cyr, E. C., "The Surfpack Software Library for Surrogate
Modeling of Sparse Irregularly Spaced Multidimensional Data,"
in Proceedings of the 11th AIAA/ISSMO Multidisciplinary Analysis and Optimization
Conference, AIAA Paper 2006-7049, Portsmouth, VA, 2006.
(PDF
File)
Related References
Giunta, A. A., McFarland, J. M., Swiler, L. P., and Eldred, M. S., "The
promise and peril of uncertainty quantification using response surface
approximations," Structure
and Infrastructure Engineering: Maintenance, Management, Life-Cycle
Design & Performance, special issue on Uncertainty Quantification
and Design under Uncertainty of Aerospace Systems,
Vol. 2, Nos. 3-4, Sept.-Dec., 2006,
pp. 175-189.
Giunta, A. A., and Watson, L. T., "A Comparison of Approximation
Modeling Techniques: Polynomial Versus Interpolating Models," Proceedings of the 7th
AIAA/USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis and
Optimization, St. Louis, MO, Sept. 1998, pp. 392-404 (AIAA Paper
98-4758).
(PDF
File)
Eldred, M.S., Giunta, A.A., van Bloemen Waanders, B.G., Wojtkiewicz,
S.F., Jr., Hart, W.E., and Alleva, M.P., "DAKOTA, A Multilevel
Parallel Object-Oriented Framework for Design Optimization, Parameter
Estimation, Uncertainty Quantification, and Sensitivity Analysis. Version
3.0 Users Manual." Sandia Technical Report SAND2001-3796, April
2002. Updated April 2003. (Version 3.1 PDF
File, Version
of the day “VOTD” PDF File)
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