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Modeling random corrosion processes via polynomial chaos expansion
(Associação Brasileira de Engenharia e Ciências Mecânicas - ABCM, 2012)
Polynomial Chaos Expansion (PCE) is widely recognized as a flexible tool to represent different types of random variables/processes. However, applications to real, experimental data are still limited. In this article, PCE ...
Framework for Analysis and Identification of Nonlinear Distributed Parameter Systems using Bayesian Uncertainty Quantification based on Generalized Polynomial Chaos
In this work, the Uncertainty Quantification (UQ) approaches combined systematically to analyze and identify systems. The generalized Polynomial Chaos (gPC) expansion is applied to reduce the computational effort. The ...
Inverse and forward uncertainty quantification of models for foam–assisted enhanced oil recovery
(Universidade Federal de Juiz de Fora (UFJF)BrasilICE – Instituto de Ciências ExatasPrograma de Pós-graduação em Modelagem ComputacionalUFJF, 2021)
Un enfoque de polinomio de expansión de caos al análisis de la incerteza en elementos estructurales visco elásticos
(Universidad Nacional de Colombia (Sede Medellín). Facultad de Minas., 2016-10-01)
La propagación de la incerteza en sistemas mecánicos a través de modelos de cálculo fue analizado en este artículo por series de polinomios estocásticos de variables aleatorias estandarizadas llamados Polinomios de expansión ...
Forward uncertainty quantification and sensitivity analysis in models of systemic circulation
(Universidade Federal de Juiz de Fora (UFJF)BrasilICE – Instituto de Ciências ExatasPrograma de Pós-graduação em Modelagem ComputacionalUFJF, 2020)
Sensitivity analysis and uncertainty quantification of a seismic risk model for road networks
(WILEY, 2021)
Natural hazards may cause significant disruptions to road infrastructure, subsequently affecting road agencies, users, and productive activities. Despite the existence of infrastructure fragilities to seismic hazard and ...
Probabilistic analysis of structures using stochastic finite elements
(2015)
Most of the published literature in the area of uncertainty quantification of structural systems via probabilistic methods, is concerned with the representation of uncertain quantities as random fields. These types of ...