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Wildey, T; Gorodetsky, Alex A; Belme, A C; Shadid, John N

Robust uncertainty quantification using response surface approximations of discontinuous functions Journal Article

International Journal for Uncertainty Quantification, 9 (5), pp. 415–437, 2019, ISSN: 2152-5080.

Abstract | Links | BibTeX | Tags: Support Vector Machines, Surrogate models, Uncertainty Quantification


Gorodetsky, Alex; Marzouk, Youssef

Efficient Localization of Discontinuities in Complex Computational Simulations Journal Article

SIAM Journal on Scientific Computing, 36 (6), pp. A2584-A2610, 2014, ISSN: 1095-7197.

Abstract | Links | BibTeX | Tags: Active Learning, Support Vector Machines, Surrogate models