Jakeman, John; Eldred, Michael; Xiu, Dongbin
In the field of uncertainty quantification, uncertainty in the governing equations may assume two forms: aleatory uncertainty and epistemic uncertainty. Aleatory uncertainty can be characterised by known probability distributions whilst epistemic uncertainty arises from a lack of knowledge of probabilistic information. While extensive research efforts have been devoted to the numerical treatment of aleatory uncertainty, little attention has been given to the quantification of epistemic...[Show more]
Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.