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Literature survey and benchmarking of sparse polynomial chaos expansions
(2019)Other Conference Item -
Surrogate modelling meets machine learning
(2019)Complex computational models are used nowadays in all fields of applied sciences to predict the behaviour of natural, economic and engineering systems. High-fidelity simulators are able to capture more and more realistic features by including multi-scale or multi-physics aspects in their governing equations, which can result in high complexity. Although computer power has attained unprecedented levels, it is still not possible to use brute ...Other Conference Item -
Adaptive sparse polynomial chaos expansions: A survey
(2019)Book of Abstracts of the 90th Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM 2019) February 18-22, 2019, Vienna, AustriaOther Conference Item