Georgiadis, Dimitris G.;Samuelides, Emmanuel S.;Straub, Daniel
A Bayesian analysis for the quantification of strength model uncertainty factor of ship structures in ultimate limit state
Marine Structures
2023
92
November
103495

Arcieri, Giacomo;Hoelzl, Cyprien;Schwery, Oliver;Straub, Daniel;Papakonstantinou, Konstantinos G.;Chatzi, Eleni
Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems
Reliability Engineering & System Safety
2023
239
November
109496

Kamariotis, Antonios;Sardi, Luca;Papaioannou, Iason;Chatzi, Eleni;Straub, Daniel
On off-line and on-line Bayesian filtering for uncertainty quantification of structural deterioration
Data-Centric Engineering
2023
4
January
e17

Hettegger, Daniel;Buliga, Carmen;Walter, Florian;Bismut, Elizabeth;Straub, Daniel;Knoll, Alois
Investigation of Inspection and Maintenance Optimization with Deep Reinforcement Learning in Absence of Belief States
ICASP14 - 14th International Conference on Application of Statistics and Probability in Civil Engineering
2023

Cheng, Kai;Papaioannou, Iason;Lyu, MengZe;Straub, Daniel
State Space Kriging model for emulating nonlinear stochastic dynamical systems with parameter uncertainty
Mechanical Systems and Signal Processing
2026
243
January
113691

Ehre, Max;Papaioannou, Iason;Straub, Daniel
Estimating Rare Event Probabilities with Stein Variational Gradient Descent
International Journal for Uncertainty Quantification
2026
16
1
79--100

Byun, Ji-Eun;Ryu, Hyeuk;Straub, Daniel
Branch-and-bound algorithm for efficient reliability analysis of general coherent systems
Structural Safety
2026
118
January
102653

Rosero-Velásquez, Hugo;Harig, Sven;Gómez-Zapata, Juan Camilo;Straub, Daniel
Uncertainty Quantification for Earthquake and Tsunami Risk Analysis with Application to Valparaíso, Chile
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering
2026
12
1
March
04025091

Jia, Xinyu;Papaioannou, Iason;Straub, Daniel
A hierarchical Bayesian framework for model-based prognostics
2026

Zhou, Yelu;Jia, Xinyu;Papaioannou, Iason;Zhang, Dongming;Huang, Hongwei;Straub, Daniel
Hierarchical Bayesian Modeling for Uncertainty Quantification in Simplified Tunnel Deformation Models
Proc. of the 9th International Symposium on Geotechnical Safety and Risk (ISGSR)
Research Publishing, Singapore
2025