Blar i Publikasjoner fra Cristin på emneord "Uncertainty quantification"
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Effects of spatial variability and correlation in stochastic discontinuum analysis of unreinforced masonry walls
(Construction and Building Materials;Volume 337, 27 June 2022, 127511, Peer reviewed; Journal article, 2022-04-27)This study investigates the influence of the uncertainty in material properties on the in-plane lateral behavior and capacity of stone masonry walls via a stochastic discontinuum analysis framework. The framework is ... -
In-plane structural performance of dry-joint stone masonry Walls: A spatial and non-spatial stochastic discontinuum analysis
(Engineering structures;Volume 242, 1 September 2021, 112620, Journal article, 2021-06-09)In this study, the in-plane structural behavior, capacity, and performance of dry-joint stone masonry walls (DJ- SMWs) and the effects of the vertical stress level on these factors are investigated via a stochastic ... -
Unraveling the Impact of Land Cover Changes on Climate Using Machine Learning and Explainable Artificial Intelligence
(Big Data and Cognitive Computing;Volume 5, Issue 4, Peer reviewed; Journal article, 2021-10-15)A general issue in climate science is the handling of big data and running complex and computationally heavy simulations. In this paper, we explore the potential of using machine learning (ML) to spare computational time ...