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

Koutas, Daniel;Hettegger, Daniel;Papakonstantinou, Kostas G.;Straub, Daniel
Convex Is Back: Solving Belief MDPs With Convexity-Informed Deep Reinforcement Learning
arXiv preprint
2025

Jiang S., Liu X., Papaioannou I.
Bayesian updating of slope reliability under rainfall infiltration with field observations
Proc. 8th International Symposium on Geotechnical Safety and Risk, Newcastle, Australia
2022

Zeng G., Papaioannou I., Cao Z.-J.
Bayesian Gaussian mixture model learning with subset simulation
Proc. 8th International Symposium on Geotechnical Safety and Risk, Newcastle, Australia
2022

Papaioannou I., Geyer S., Straub D.
Bayesian hierarchical spatial modeling of soil properties
Proc. 8th International Symposium on Geotechnical Safety and Risk, Newcastle, Australia
2022

Wagner P.-R., Papaioannou I., Marelli S., Straub D., Sudret B.
Estimating failure probabilities using an adaptive variant of stochastic spectral embedding
Proceedings of ICOSSAR 2021-2022, 13th International Conference on Structural Safety & Reliability, Tongji University, Shanghai, China.
2022

Jiang S., Papaioannou I., Liu X., Huang J.
Bayesian analysis of slope parameters involving multiple observations using an improved BUS approach
Proceedings of ICOSSAR 2021-2022, 13th International Conference on Structural Safety & Reliability, Tongji University, Shanghai, China.
2022

Chan J.P., Papaioannou I., Straub D.
Improved cross entropy-based importance sampling for network reliability assessment
Proceedings of ICOSSAR 2021-2022, 13th International Conference on Structural Safety & Reliability, Tongji University, Shanghai, China.
2022

Papaioannou I., Straub D.
Reliability sensitivity analysis with FORM
Proceedings of ICOSSAR 2021-2022, 13th International Conference on Structural Safety & Reliability, Tongji University, Shanghai, China.
2022

Kanjilal O., Papaioannou I., Straub D.
Structural reliability updating by cross entropy-based importance sampling
Proceedings of ICOSSAR 2021-2022, 13th International Conference on Structural Safety & Reliability, Tongji University, Shanghai, China.
2022