Efficient Localization of Discontinuities in Complex Computational Simulations

DOI10.1137/140953137zbMath1310.65016arXiv1402.2845OpenAlexW1980796266MaRDI QIDQ5176042

Alex Gorodetsky, Youssef M. Marzouk

Publication date: 2 March 2015

Published in: SIAM Journal on Scientific Computing (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1402.2845

zbMATH Keywords

numerical examplessupport vector machinesactive learninguncertainty quantificationfunction approximationpolynomial annihilationdiscontinuity detection

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Probabilistic models, generic numerical methods in probability and statistics (65C20) Algorithms for approximation of functions (65D15) Response surface designs (62K20)

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Uses Software

• LIBSVM

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