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Max Ehre
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PLS-based adaptation for efficient PCE representation in high dimensions
I Papaioannou, M Ehre, D Straub
Journal of Computational Physics 387, 186-204, 2019
522019
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
272020
Global sensitivity analysis in high dimensions with PLS-PCE
M Ehre, I Papaioannou, D Straub
Reliability Engineering & System Safety 198, 106861, 2020
252020
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
242019
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
172020
Decision-theoretic reliability sensitivity
D Straub, M Ehre, I Papaioannou
Reliability Engineering & System Safety 221, 108215, 2022
122022
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
102019
Efficient estimation of variance-based reliability sensitivities in the presence of multi-uncertainty
M Ehre, I Papaioannou, D Straub
IFIP, 2018
92018
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
82021
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
72022
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
52023
Efficient PCE representation for reliability analysis in high dimensions
I Papaioannou, M Ehre, D Straub
RELIABILITY AND OPTIMIZATION OF STRUCTURAL SYSTEMS, 21, 2018
42018
Efficient conditional reliability updating with sequential importance sampling
M Ehre, I Papaioannou, D Straub
PAMM 18 (1), e201800282, 2018
32018
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
12019
Variance-based reliability sensitivity with dependent inputs using failure samples
M Ehre, I Papaioannou, D Straub
Structural Safety 106, 102396, 2024
2024
Stein Variational Rare Event Simulation
M Ehre, I Papaioannou, D Straub
arXiv preprint arXiv:2308.04971, 2023
2023
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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Articles 1–17