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Probabilistic Inversion for Estimating the Variability of Material Properties
(2013)Proceedings of the 11th International Probabilistic Workshop, Brno 2013Conference Paper -
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Bayesian inversion for the calibration of fire experiments on insulation panels
(2019)Reliability and Optimization of Structural Systems: Proceedings of the 19th IFIP WG-7.5 conference on Reliability and Optimization of Structural SystemsIn the setting of structural design for fire hazards the simulation of thermal transport in insulation panels is of great interest. The use of such simulation tools initially requires the calibration of the underlying heat transport models and the temperature-dependent specific heat capacity, conductivity and density. We herein outline an approach for the calibration of a finite element model (FEM), describing heat ...Conference Paper -
UQLab: a framework for uncertainty quantification in MATLAB
(2014)Vulnerability, Uncertainty, and Risk. Quantification, Mitigation, and ManagementConference Paper -
A Bayesian multilevel approach to optimally estimate material properties
(2014)Vulnerability, Uncertainty, and Risk. Quantification, Mitigation, and ManagementConference Paper -
Adaptive Kriging Strategy for Risk Optimization with Time-Dependent Reliability
(2019)Reliability and Optimization of Structural Systems: Proceedings of the 19th IFIP WG-7.5 conference on Reliability and Optimization of Structural SystemsIn structural design, increasing the safety of structural systems usually implies additional costs, and sometimes cost savings can result in jeopardized safety. The Risk Optimization (RO) approach allows the designer to account for these conflicting goals, but not much has been proposed for the solution of such problems, particularly when the problem involves time-dependent reliability analysis. This paper presents a novel strategy for ...Conference Paper -
Adaptive Designs and sparse polynomial chaos expansions for structural reliability analysis
(2017)Proceedings of the 12th International Conference on Structural Safety and Reliability (ICOSSAR 2017)Conference Paper -
Multi-level meta-modelling in imprecise structural reliability analysis
(2016)Proceedings of the 6th Asian-Pacific Symposium on Structural Reliability and its Applications (APSSRA2016)Conference Paper -
Analysis of covariance (ANCOVA) using polynomial chaos expansions
(2013)Safety, Reliability, Risk and Life-cycle Performance of Structures and InfrastructuresConference Paper