MCMC algorithms for subset simulation I Papaioannou, W Betz, K Zwirglmaier, D Straub Probabilistic Engineering Mechanics 41, 89-103, 2015 | 390 | 2015 |
Bayesian updating with structural reliability methods D Straub, I Papaioannou Journal of Engineering Mechanics 141 (3), 04014134, 2015 | 344 | 2015 |
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 | 308 | 2014 |
Sequential importance sampling for structural reliability analysis I Papaioannou, C Papadimitriou, D Straub Structural safety 62, 66-75, 2016 | 205 | 2016 |
Transitional markov chain monte carlo: observations and improvements W Betz, I Papaioannou, D Straub Journal of Engineering Mechanics 142 (5), 04016016, 2016 | 151 | 2016 |
Reliability updating in geotechnical engineering including spatial variability of soil I Papaioannou, D Straub Computers and Geotechnics 42, 44-51, 2012 | 135 | 2012 |
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 | 126 | 2018 |
Cross entropy-based importance sampling using Gaussian densities revisited S Geyer, I Papaioannou, D Straub Structural Safety 76, 15-27, 2019 | 110 | 2019 |
Bayesian analysis of rare events D Straub, I Papaioannou, W Betz Journal of Computational Physics 314, 538-556, 2016 | 103 | 2016 |
Reliability sensitivity estimation with sequential importance sampling I Papaioannou, K Breitung, D Straub Structural Safety 75, 24-34, 2018 | 98 | 2018 |
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 | 92 | 2018 |
Improved cross entropy-based importance sampling with a flexible mixture model I Papaioannou, S Geyer, D Straub Reliability Engineering & System Safety 191, 106564, 2019 | 86 | 2019 |
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 | 73 | 2017 |
Combination line sampling for structural reliability analysis I Papaioannou, D Straub Structural Safety 88, 102025, 2021 | 59 | 2021 |
PLS-based adaptation for efficient PCE representation in high dimensions I Papaioannou, M Ehre, D Straub Journal of Computational Physics 387, 186-204, 2019 | 59 | 2019 |
Multilevel sequential2 Monte Carlo for Bayesian inverse problems J Latz, I Papaioannou, E Ullmann Journal of Computational Physics 368, 154-178, 2018 | 59 | 2018 |
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 | 56 | 2017 |
Multilevel estimation of rare events E Ullmann, I Papaioannou SIAM/ASA Journal on Uncertainty Quantification 3 (1), 922-953, 2015 | 54 | 2015 |
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 | 44 | 2019 |
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 | 43 | 2021 |