Publications

Selected pre-prints

Papaioannou I., Straub D. FORM-based global reliability sensitivity analysis of systems with multiple failure modes. https://arxiv.org/abs/2403.12822.  

Kamariotis A., Tatsis K., Chatzi E., Goebel K., Straub D. A metric for assessing and optimizing data-driven prognostic algorithms for predictive maintenance. https://arxiv.org/abs/2306.03759. Published in Reliability Engineering & System Safety.

Althaus K., Papaioannou I., Ullmann E. Consensus-based rare event estimation.  https://arxiv.org/abs/2304.09077. 

Teichgräber M., Fußeder M., Bletzinger K., Straub D. Non-linear structural models and the partial safety factor concept​​​​​​. Published in Structural Safety.

Teichgräber M., Köhler J., Straub D. Redundancy effects in partial safety factor design: A link to a generalized Daniels system. under review

Ehre M., Flock R., Fußeder M., Papaioannou I., Straub D. Certified Dimension Reduction for Bayesian Updating with the Cross-Entropy Method. Published in SIAM/ASA Journal of Uncertainty Quantification.

Kamariotis A., Sardi L., Papaioannou I., Chatzi E., Straub D. On off-line and on-line Bayesian filtering for uncertainty quantification of structural deterioration. http://arxiv.org/abs/2205.03478. Published in Data-Centric Engineering.

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

Kamariotis A., Chatzi E., Straub D. A framework for quantifying the value of vibration-based structural health monitoring. https://arxiv.org/abs/2202.01859. Published in Mechanical Systems and Signal Processing.

Geyer S., Papaioannou I., Straub D. Spatial modeling of concrete strength based on data. Published in Structural Safety.

Teichgräber M., Köhler J., Straub D. Hidden safety in structural design codes. Published in Engineering Structures.

Engel M., Kanjilal O., Papaioannou I., Straub D. Bayesian Updating and Marginal Likelihood Estimation by Cross Entropy based Importance Sampling. Published in Journal of Computational Physics.

Bismut E.,Pandey M. D., Straub D. Reliability-based inspection and maintenance planning of a nuclear feeder piping system. Published in Reliability Engineering & System Safety.

Ehre M., Papaioannou I., Sudret B., Straub D. Sequential active learning of low-dimensional model representations for reliability analysis. Puclished in SIAM Journal on Scientific Computing.

Bismut E., Straub D. A unified model of inspection and monitoring quality. Under review.

Kanjilal O., Papaioannou I., Straub D. Cross entropy-based importance sampling for first-passage probability estimation of randomly excited linear structures with parameter uncertainty. Published in Structural Safety.