Principal component analysis and polynomial chaos expansion for time-variant reliability problems

Efficient Global Optimization of Expensive Black-Box Functions

Donald R. Jones, Matthias Schonlau, William J. Welch · Journal of Global Optimization · 1998 · 7.8K citations

Natural Sciences, Computer Science, Algorithms +10

Mathematical Analysis of Random Noise

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Natural Sciences, Mathematics, Physics +9

An adaptive algorithm to build up sparse polynomial chaos expansions for stochastic finite element analysis

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Computing, Computational Engineering, Mathematics +13

Optimal Discretization of Random Fields

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Computing, Computational Engineering, Finite Element Analysis +15

Reliability Assessment Using Stochastic Finite Element Analysis

Jamshid Mohammadi · Journal of Structural Engineering · 2001 · 476 citations

Engineering, Civil Engineering, Systems Engineering +8