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Iason Papaioannou
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MCMC algorithms for subset simulation
I Papaioannou, W Betz, K Zwirglmaier, D Straub
Probabilistic Engineering Mechanics 41, 89-103, 2015
3942015
Bayesian updating with structural reliability methods
D Straub, I Papaioannou
Journal of Engineering Mechanics 141 (3), 04014134, 2015
3582015
Numerical methods for the discretization of random fields by means of the Karhunen–Loève expansion
W Betz, I Papaioannou, D Straub
Computer Methods in Applied Mechanics and Engineering 271, 109-129, 2014
3172014
Sequential importance sampling for structural reliability analysis
I Papaioannou, C Papadimitriou, D Straub
Structural safety 62, 66-75, 2016
2082016
Transitional Markov chain Monte Carlo: observations and improvements
W Betz, I Papaioannou, D Straub
Journal of Engineering Mechanics 142 (5), 04016016, 2016
1652016
Reliability updating in geotechnical engineering including spatial variability of soil
I Papaioannou, D Straub
Computers and Geotechnics 42, 44-51, 2012
1382012
Bayesian updating of slope reliability in spatially variable soils with in-situ measurements
SH Jiang, I Papaioannou, D Straub
Engineering Geology 239, 310-320, 2018
1302018
Cross entropy-based importance sampling using Gaussian densities revisited
S Geyer, I Papaioannou, D Straub
Structural Safety 76, 15-27, 2019
1092019
Bayesian inference with subset simulation: strategies and improvements
W Betz, I Papaioannou, JL Beck, D Straub
Computer Methods in Applied Mechanics and Engineering 331, 72-93, 2018
1022018
Bayesian analysis of rare events
D Straub, I Papaioannou, W Betz
Journal of Computational Physics 314, 538-556, 2016
1012016
Reliability sensitivity estimation with sequential importance sampling
I Papaioannou, K Breitung, D Straub
Structural Safety 75, 24-34, 2018
1002018
Improved cross entropy-based importance sampling with a flexible mixture model
I Papaioannou, S Geyer, D Straub
Reliability Engineering & System Safety 191, 106564, 2019
902019
Learning soil parameters and updating geotechnical reliability estimates under spatial variability–theory and application to shallow foundations
I Papaioannou, D Straub
Georisk: Assessment and Management of Risk for Engineered Systems and …, 2017
752017
Multilevel sequential2 Monte Carlo for Bayesian inverse problems
J Latz, I Papaioannou, E Ullmann
Journal of Computational Physics 368, 154-178, 2018
622018
Combination line sampling for structural reliability analysis
I Papaioannou, D Straub
Structural Safety 88, 102025, 2021
602021
Bayesian updating with subset simulation using artificial neural networks
DG Giovanis, I Papaioannou, D Straub, V Papadopoulos
Computer Methods in Applied Mechanics and Engineering 319, 124-145, 2017
592017
PLS-based adaptation for efficient PCE representation in high dimensions
I Papaioannou, M Ehre, D Straub
Journal of Computational Physics 387, 186-204, 2019
572019
Multilevel estimation of rare events
E Ullmann, I Papaioannou
SIAM/ASA Journal on Uncertainty Quantification 3 (1), 922-953, 2015
542015
Probabilistic failure analysis of infinite slopes under random rainfall processes and spatially variable soil
J Yuan, I Papaioannou, D Straub
Georisk: Assessment and Management of Risk for Engineered Systems and …, 2019
462019
Cross-entropy-based importance sampling with failure-informed dimension reduction for rare event simulation
F Uribe, I Papaioannou, YM Marzouk, D Straub
SIAM/ASA Journal on Uncertainty Quantification 9 (2), 818-847, 2021
452021
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