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Geyer S., Papaioannou I., Straub D. Spatial modeling of concrete strength based on dataStructural Safety2023103102345
Chan J.P., Papaioannou I., Straub D. Bayesian improved cross entropy method for network reliability assessmentStructural Safety2023103102344
Kanjilal O., Papaioannou I., Straub D.Bayesian updating of reliability by cross-entropy based importance samplingStructural Safety2023102102325
Schneider F., Papaioannou I., Müller G.Sparse Bayesian learning for complex-valued rational approximationsInternational Journal for Numerical Methods in Engineering20231241721-1747
Ehre M., Flock R., Fußender M., Papaioannou I., Straub D.Certified dimension reduction for Bayesian updating with the cross-entropy methodSIAM/ASA Journal on Uncertainty Quantification2023111358-388
Lopez R.H., Bismut E., Straub D. Stochastic efficient global optimization with high noise variance and mixed design variablesJournal of the Brazilian Society of Mechanical Sciences and Engineering2023457
Engel M., Kanjilal O., Papaioannou I., Straub D.Bayesian updating and marginal likelihood estimation by cross entropy-based importance samplingJournal of Computational Physics2023473111746
Stefanou G., Savvas D., Gavallas P., Papaioannou I.The effect of random field parameter uncertainty on the response variability of composite structures.Composites Part C: Open Access20229100324
Mendoza J., Bismut E., Straub D., Köhler J.Optimal life-cycle mitigation of fatigue failure risk for structural systemsReliability Engineering & System Safety2022222108390
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