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

Hettegger D., Buliga C., Bismut E., Straub D., Knoll A.
Investigation of Inspection and Maintenance Optimization with Deep Reinforcement Learning in Absence of Belief States
Proc. 14th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP14, Dublin, Ireland.
2023

Teichgräber M., Fusseder M., Bletzinger K., Straub D.
Non-linear structural models and the partial safety factor concept
Structural Safety
2023
103
102341

Geyer S., Papaioannou I., Straub D.
Spatial modeling of concrete strength based on data
Structural Safety
2023
103
102345

Chan J.P., Papaioannou I., Straub D.
Bayesian improved cross entropy method for network reliability assessment
Structural Safety
2023
103
102344

Kanjilal O., Papaioannou I., Straub D.
Bayesian updating of reliability by cross-entropy based importance sampling
Structural Safety
2023
102
102325

Schneider F., Papaioannou I., Müller G.
Sparse Bayesian learning for complex-valued rational approximations
International Journal for Numerical Methods in Engineering
2023
124
1721-1747