Research output per year
Research output per year
- 1 - 50 out of 130 results
Search results
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2025
Adaptive Monte Carlo Methods for Estimating Rare Events in Power Grids
Chan, J., Paredes, R., Papaioannou, I., Duenas-Osorio, L. & Straub, D., 1 Mar 2025, In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering. 11, 1, 04024082.Research output: Contribution to journal › Article › peer-review
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Enhanced sequential directional importance sampling for structural reliability analysis
Cheng, K., Papaioannou, I. & Straub, D., May 2025, In: Structural Safety. 114, 102574.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
FORM-based global reliability sensitivity analysis of systems with multiple failure modes
Papaioannou, I. & Straub, D., Aug 2025, In: Reliability Engineering and System Safety. 260, 110974.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Interpretation of probability in structural safety – A philosophical conundrum
Vrouwenvelder, T., Beck, A., Proske, D., Faber, M., Köhler, J., Schubert, M., Straub, D. & Teichgräber, M., Mar 2025, In: Structural Safety. 113, 102473.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
State Space Kriging model for emulating complex nonlinear dynamical systems under stochastic excitation
Cheng, K., Papaioannou, I., Lyu, M. Z. & Straub, D., 1 Jul 2025, In: Computer Methods in Applied Mechanics and Engineering. 442, 117987.Research output: Contribution to journal › Article › peer-review
Open Access -
2024
A metric for assessing and optimizing data-driven prognostic algorithms for predictive maintenance
Kamariotis, A., Tatsis, K., Chatzi, E., Goebel, K. & Straub, D., Feb 2024, In: Reliability Engineering and System Safety. 242, 109723.Research output: Contribution to journal › Article › peer-review
Open Access17 Scopus citations -
An investigation of belief-free DRL and MCTS for inspection and maintenance planning
Koutas, D., Bismut, E. & Straub, D., Dec 2024, In: Journal of Infrastructure Preservation and Resilience. 5, 1, 6.Research output: Contribution to journal › Article › peer-review
Open Access -
Bayesian improved cross entropy method with categorical mixture models for network reliability assessment
Chan, J., Papaioannou, I. & Straub, D., Dec 2024, In: Reliability Engineering and System Safety. 252, 110432.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Development of methods of structural reliability
Ellingwood, B., Maes, M., Michael Bartlett, F., Beck, A. T., Caprani, C., Der Kiureghian, A., Dueñas-Osorio, L., Galvão, N., Gilbert, R., Li, J., Matos, J., Mori, Y., Papaioannou, I., Parades, R., Straub, D. & Sudret, B., 2024, (Accepted/In press) In: Structural Safety. 102474.Research output: Contribution to journal › Article › peer-review
15 Scopus citations -
Efficient global sensitivity analysis method for dynamic models in high dimensions
Li, L., Papaioannou, I. & Straub, D., 2024, (Accepted/In press) In: International Journal for Numerical Methods in Engineering.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Hybrid Bayesian Networks for Reliability Assessment of Infrastructure Systems
Zwirglmaier, K., Chan, J., Papaioannou, I., Song, J. & Straub, D., 1 Jun 2024, In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering. 10, 2, 04024019.Research output: Contribution to journal › Article › peer-review
6 Scopus citations -
Models and methods for probabilistic safety assessment of steel structures subject to fatigue
Maljaars, J., Leander, J., Nussbaumer, A., Sørensen, J. D. & Straub, D., 2024, (Accepted/In press) In: Structural Safety. 102446.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Moving toward resilience and sustainability in the built environment
Sánchez-Silva, M., Gardoni, P., Val, D. V., Yang, D. Y., Frangopol, D. M., Limongelli, M. P., Honfi, D., Acuña, N. & Straub, D., 2024, (Accepted/In press) In: Structural Safety. 102449.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
POMDP inference and robust solution via deep reinforcement learning: an application to railway optimal maintenance
Arcieri, G., Hoelzl, C., Schwery, O., Straub, D., Papakonstantinou, K. G. & Chatzi, E., Oct 2024, In: Machine Learning. 113, 10, p. 7967-7995 29 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Risk-informed representative earthquake scenarios for Valparaíso and Viña del Mar, Chile
Rosero-Velásquez, H., Monsalve, M., Gómez Zapata, J. C., Ferrario, E., Poulos, A., De La Llera, J. C. & Straub, D., 8 Aug 2024, In: Natural Hazards and Earth System Sciences. 24, 8, p. 2667-2687 21 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Variance-based reliability sensitivity with dependent inputs using failure samples
Ehre, M., Papaioannou, I. & Straub, D., Jan 2024, In: Structural Safety. 106, 102396.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
2023
A Bayesian analysis for the quantification of strength model uncertainty factor of ship structures in ultimate limit state
Georgiadis, D. G., Samuelides, E. S. & Straub, D., Nov 2023, In: Marine Structures. 92, 103495.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
A framework for quantifying the value of vibration-based structural health monitoring
Kamariotis, A., Chatzi, E. & Straub, D., 1 Feb 2023, In: Mechanical Systems and Signal Processing. 184, 109708.Research output: Contribution to journal › Article › peer-review
Open Access84 Scopus citations -
Bayesian improved cross entropy method for network reliability assessment
Chan, J., Papaioannou, I. & Straub, D., Jul 2023, In: Structural Safety. 103, 102344.Research output: Contribution to journal › Article › peer-review
Open Access14 Scopus citations -
Bayesian updating and marginal likelihood estimation by cross entropy based importance sampling
Engel, M., Kanjilal, O., Papaioannou, I. & Straub, D., 15 Jan 2023, In: Journal of Computational Physics. 473, 111746.Research output: Contribution to journal › Article › peer-review
10 Scopus citations -
Bayesian updating of reliability by cross entropy-based importance sampling
Kanjilal, O., Papaioannou, I. & Straub, D., May 2023, In: Structural Safety. 102, 102325.Research output: Contribution to journal › Article › peer-review
7 Scopus citations -
Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems
Arcieri, G., Hoelzl, C., Schwery, O., Straub, D., Papakonstantinou, K. G. & Chatzi, E., Nov 2023, In: Reliability Engineering and System Safety. 239, 109496.Research output: Contribution to journal › Article › peer-review
Open Access17 Scopus citations -
Certified Dimension Reduction for Bayesian Updating with the Cross-Entropy Method
Ehre, M., Flock, R., Fußeder, M., Papaioannou, I. & Straub, D., 2023, In: SIAM-ASA Journal on Uncertainty Quantification. 11, 1, p. 358-388 31 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Non-linear structural models and the partial safety factor concept
Teichgräber, M., Fußeder, M., Bletzinger, K. U. & Straub, D., Jul 2023, In: Structural Safety. 103, 102341.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
On off-line and on-line Bayesian filtering for uncertainty quantification of structural deterioration
Kamariotis, A., Sardi, L., Papaioannou, I., Chatzi, E. & Straub, D., 13 Jul 2023, In: Data-Centric Engineering. 4, 3, e17.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
Optimal adaptive decision rules in geotechnical construction considering uncertainty
Bismut, E., Cotoarbǎ, D., Spross, J. & Straub, D., 2023, (Accepted/In press) In: Geotechnique.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Spatial modeling of concrete strength based on data
Geyer, S., Papaioannou, I. & Straub, D., Jul 2023, In: Structural Safety. 103, 102345.Research output: Contribution to journal › Article › peer-review
6 Scopus citations -
Stochastic efficient global optimization with high noise variance and mixed design variables
Lopez, R. H., Bismut, E. & Straub, D., Jan 2023, In: Journal of the Brazilian Society of Mechanical Sciences and Engineering. 45, 1, 7.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
2022
An adaptive subset simulation algorithm for system reliability analysis with discontinuous limit states
Chan, J., Papaioannou, I. & Straub, D., Sep 2022, In: Reliability Engineering and System Safety. 225, 108607.Research output: Contribution to journal › Article › peer-review
Open Access29 Scopus citations -
A unifying review of NDE models towards optimal decision support
Bismut, E. & Straub, D., Jul 2022, In: Structural Safety. 97, 102213.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
Bayesian parameter updating in linear structural dynamics with frequency transformed data using rational surrogate models
Schneider, F., Papaioannou, I., Straub, D., Winter, C. & Müller, G., 1 Mar 2022, In: Mechanical Systems and Signal Processing. 166, 108407.Research output: Contribution to journal › Article › peer-review
16 Scopus citations -
Bayesian post-processing of Monte Carlo simulation in reliability analysis
Betz, W., Papaioannou, I. & Straub, D., Nov 2022, In: Reliability Engineering and System Safety. 227, 108731.Research output: Contribution to journal › Article › peer-review
42 Scopus citations -
Decision-theoretic reliability sensitivity
Straub, D., Ehre, M. & Papaioannou, I., May 2022, In: Reliability Engineering and System Safety. 221, 108215.Research output: Contribution to journal › Article › peer-review
Open Access16 Scopus citations -
Hidden safety in structural design codes
Teichgräber, M., Köhler, J. & Straub, D., 15 Apr 2022, In: Engineering Structures. 257, 114017.Research output: Contribution to journal › Article › peer-review
Open Access16 Scopus citations -
Optimal life-cycle mitigation of fatigue failure risk for structural systems
Mendoza, J., Bismut, E., Straub, D. & Köhler, J., Jun 2022, In: Reliability Engineering and System Safety. 222, 108390.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
Rare event estimation using stochastic spectral embedding
Wagner, P. R., Marelli, S., Papaioannou, I., Straub, D. & Sudret, B., May 2022, In: Structural Safety. 96, 102179.Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations -
Reliability-based inspection and maintenance planning of a nuclear feeder piping system
Bismut, E., Pandey, M. D. & Straub, D., Aug 2022, In: Reliability Engineering and System Safety. 224, 108521.Research output: Contribution to journal › Article › peer-review
Open Access19 Scopus citations -
Selection of representative natural hazard scenarios for engineering systems
Rosero-Velásquez, H. & Straub, D., Dec 2022, In: Earthquake Engineering and Structural Dynamics. 51, 15, p. 3680-3700 21 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
SEQUENTIAL ACTIVE LEARNING OF LOW-DIMENSIONAL MODEL REPRESENTATIONS FOR RELIABILITY ANALYSIS
Ehre, M., Papaioannou, I., Sudret, B. & Straub, D., 2022, In: SIAM Journal on Scientific Computing. 44, 3, p. B558-B584Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
Series System Reliability of Uncertain Linear Structures under Gaussian Excitation by Cross Entropy-Based Importance Sampling
Kanjilal, O., Papaioannou, I. & Straub, D., 1 Jan 2022, In: Journal of Engineering Mechanics. 148, 1, 04021136.Research output: Contribution to journal › Article › peer-review
6 Scopus citations -
The spatial averaging method for non-homogeneous random fields with application to reliability analysis
Geyer, S., Papaioannou, I., Graham-Brady, L. & Straub, D., 15 Feb 2022, In: Engineering Structures. 253, 113761.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
Value of information from vibration-based structural health monitoring extracted via Bayesian model updating
Kamariotis, A., Chatzi, E. & Straub, D., 1 Mar 2022, In: Mechanical Systems and Signal Processing. 166, 108465.Research output: Contribution to journal › Article › peer-review
Open Access94 Scopus citations -
2021
Bayesian analysis of hierarchical random fields for material modeling
Geyer, S., Papaioannou, I. & Straub, D., Oct 2021, In: Probabilistic Engineering Mechanics. 66, 103167.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
Bayesian inference with subset simulation in varying dimensions applied to the Karhunen–Loève expansion
Uribe, F., Papaioannou, I., Latz, J., Betz, W., Ullmann, E. & Straub, D., 30 Sep 2021, In: International Journal for Numerical Methods in Engineering. 122, 18, p. 5100-5127 28 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Combination line sampling for structural reliability analysis
Papaioannou, I. & Straub, D., Jan 2021, In: Structural Safety. 88, 102025.Research output: Contribution to journal › Article › peer-review
Open Access62 Scopus citations -
Conditional reliability analysis in high dimensions based on controlled mixture importance sampling and information reuse
Ehre, M., Papaioannou, I., Willcox, K. E. & Straub, D., 1 Aug 2021, In: Computer Methods in Applied Mechanics and Engineering. 381, 113826.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
Cross entropy-based importance sampling for first-passage probability estimation of randomly excited linear structures with parameter uncertainty
Kanjilal, O., Papaioannou, I. & Straub, D., Jul 2021, In: Structural Safety. 91, 102090.Research output: Contribution to journal › Article › peer-review
21 Scopus citations -
Cross-Entropy-Based importance sampling with Failure-Informed dimension reduction for rare event simulation＊
Uribe, F., Papaioannou, I., Marzouk, Y. M. & Straub, D., 2021, In: SIAM-ASA Journal on Uncertainty Quantification. 9, 2, p. 818-847 30 p.Research output: Contribution to journal › Article › peer-review
Open Access24 Scopus citations -
Erinnerung an Prof. Dr.-Ing. habil. Rüdiger Rackwitz
Straub, D., Hanisch, J. & Breitschaft, G., Jul 2021, Bautechnik, 98, 7, p. 531-532 2 p.Research output: Contribution to specialist publication › Article
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Optimal adaptive inspection and maintenance planning for deteriorating structural systems
Bismut, E. & Straub, D., Nov 2021, In: Reliability Engineering and System Safety. 215, 107891.Research output: Contribution to journal › Article › peer-review
Open Access40 Scopus citations