| PLS-based adaptation for efficient PCE representation in high dimensions I Papaioannou, M Ehre, D Straub Journal of Computational Physics 387, 186-204, 2019 | 58 | 2019 |
| Global sensitivity analysis in high dimensions with PLS-PCE M Ehre, I Papaioannou, D Straub Reliability Engineering & System Safety 198, 106861, 2020 | 32 | 2020 |
| Assessment and design of an engineering structure with polymorphic uncertainty quantification I Papaioannou, M Daub, M Drieschner, F Duddeck, M Ehre, L Eichner, ... GAMM‐Mitteilungen 42 (2), e201900009, 2019 | 27 | 2019 |
| A framework for global reliability sensitivity analysis in the presence of multi-uncertainty M Ehre, I Papaioannou, D Straub Reliability Engineering & System Safety 195, 106726, 2020 | 26 | 2020 |
| Polynomial chaos based rational approximation in linear structural dynamics with parameter uncertainties F Schneider, I Papaioannou, M Ehre, D Straub Computers & Structures 233, 106223, 2020 | 21 | 2020 |
| Decision-theoretic reliability sensitivity D Straub, M Ehre, I Papaioannou Reliability Engineering & System Safety 221, 108215, 2022 | 18 | 2022 |
| Challenges of order reduction techniques for problems involving polymorphic uncertainty D Pivovarov, K Willner, P Steinmann, S Brumme, M Müller, ... GAMM‐Mitteilungen 42 (2), e201900011, 2019 | 12 | 2019 |
| Sequential active learning of low-dimensional model representations for reliability analysis M Ehre, I Papaioannou, B Sudret, D Straub SIAM Journal on Scientific Computing 44 (3), B558-B584, 2022 | 10 | 2022 |
| Conditional reliability analysis in high dimensions based on controlled mixture importance sampling and information reuse M Ehre, I Papaioannou, KE Willcox, D Straub Computer Methods in Applied Mechanics and Engineering 381, 113826, 2021 | 10 | 2021 |
| Certified dimension reduction for Bayesian updating with the cross-entropy method M Ehre, R Flock, M Fußeder, I Papaioannou, D Straub SIAM/ASA Journal on Uncertainty Quantification 11 (1), 358-388, 2023 | 6 | 2023 |
| Efficient estimation of variance-based reliability sensitivities in the presence of multi-uncertainty M Ehre, I Papaioannou, D Straub IFIP, 2018 | 6 | 2018 |
| Efficient PCE representation for reliability analysis in high dimensions I Papaioannou, M Ehre, D Straub Reliability and Optimization of Structural Systems, 21, 2018 | 5 | 2018 |
| Variance-based reliability sensitivity with dependent inputs using failure samples M Ehre, I Papaioannou, D Straub Structural Safety 106, 102396, 2024 | 3 | 2024 |
| Efficient conditional reliability updating with sequential importance sampling M Ehre, I Papaioannou, D Straub PAMM 18 (1), e201800282, 2018 | 3 | 2018 |
| Stein variational rare event simulation M Ehre, I Papaioannou, D Straub arXiv preprint arXiv:2308.04971, 2023 | 1 | 2023 |
| Bayesian updating in structural dynamics with rational surrogate models F Schneider, I Papaioannou, M Ehre, C Winter, D Straub, G Müller 3rd International Conference on Uncertainty Quantification in Computational …, 2019 | 1 | 2019 |
| Global sensitivity analysis in high dimensions with partial least squares-driven PCEs M Ehre, I Papaioannou, D Straub Proc. 13th International Conference on Applications of Statistics and …, 2019 | | 2019 |
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