Publications
2023
- Published
Transmissibility-based damage detection with hierarchical clustering enhanced by multivariate probabilistic distance accommodating uncertainty and correlation
Mei, L. F., Yan, W. J., Yuen, K. V., Ren, W. X. & Beer, M., 15 Nov 2023, In: Mechanical Systems and Signal Processing. 203, 110702.Research output: Contribution to journal › Article › Research › peer review
- Published
Seismic damage analysis due to near-fault multipulse ground motion
Chen, G., Yang, J., Wang, R., Li, K., Liu, Y. & Beer, M., 6 Nov 2023, In: Earthquake Engineering and Structural Dynamics. 52, 15, p. 5099-5116 18 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Adaptive decoupled robust design optimization
Shi, Y., Huang, H. Z., Liu, Y. & Beer, M., Nov 2023, In: Structural safety. 105, 102378.Research output: Contribution to journal › Article › Research › peer review
- Published
A Bayesian Augmented-Learning framework for spectral uncertainty quantification of incomplete records of stochastic processes
Chen, Y., Patelli, E., Edwards, B. & Beer, M., 1 Oct 2023, In: Mechanical Systems and Signal Processing. 200, 110573.Research output: Contribution to journal › Article › Research › peer review
- Published
A graph-guided collaborative convolutional neural network for fault diagnosis of electromechanical systems
Xu, Y., Ji, J. C., Ni, Q., Feng, K., Beer, M. & Chen, H., 1 Oct 2023, In: Mechanical Systems and Signal Processing. 200, 110609.Research output: Contribution to journal › Article › Research › peer review
- Published
An iterative multi-fidelity scheme for simulating multi-dimensional non-Gaussian random fields
Zheng, Z., Beer, M. & Nackenhorst, U., 1 Oct 2023, In: Mechanical Systems and Signal Processing. 200, 110643.Research output: Contribution to journal › Article › Research › peer review
- Published
An efficient meta-model-based method for uncertainty propagation problems involving non-parameterized probability-boxes
Zhang, K., Chen, N., Liu, J., Yin, S. & Beer, M., Oct 2023, In: Reliability Engineering and System Safety. 238, 109477.Research output: Contribution to journal › Article › Research › peer review
- Published
Probabilistic risk assessment of earth dams with spatially variable soil properties using random adaptive finite element limit analysis
Liao, K., Wu, Y., Miao, F., Pan, Y. & Beer, M., Oct 2023, In: Engineering with computers. 39, 5, p. 3313-3326 14 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Structural design optimization under dynamic reliability constraints based on probability density evolution method and quantum-inspired optimization algorithm
Weng, L. L., Yang, J. S., Chen, J. B. & Beer, M., Oct 2023, In: Probabilistic Engineering Mechanics. 74, 103494.Research output: Contribution to journal › Article › Research › peer review
- Published
Uncertainty Propagation of Missing Data Signals with the Interval Discrete Fourier Transform
Behrendt, M., De Angelis, M. & Beer, M., 1 Sept 2023, In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering. 9, 3, 04023022.Research output: Contribution to journal › Article › Research › peer review
- Published
From Reliability-Based Design to Resilience-Based Design
Wang, C., Ayyub, B. M. & Beer, M., Sept 2023, In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering. 9, 3, 031105.Research output: Contribution to journal › Article › Research › peer review
- Published
Special Section on Community Resilience to Disruptive Events: Models and Analyses, Lessons Learned and Case Studies
Wang, C., Zio, E., Faes, M. G. R., Beer, M. & van de Lindt, J. W., Sept 2023, In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering. 9, 3, 030301.Research output: Contribution to journal › Editorial in journal › Research › peer review
- Published
Structural reliability analysis by line sampling: A Bayesian active learning treatment
Dang, C., Valdebenito, M. A., Faes, M. G. R., Song, J., Wei, P. & Beer, M., Sept 2023, In: Structural safety. 104, 102351.Research output: Contribution to journal › Article › Research › peer review
- Published
Effects of response spectrum of pulse-like ground motion on stochastic seismic response of tunnel
Chen, G., Liu, Y. & Beer, M., 15 Aug 2023, In: Engineering structures. 289, 116274.Research output: Contribution to journal › Article › Research › peer review
- Published
Deep learning-based reconstruction of missing long-term girder-end displacement data for suspension bridge health monitoring
Wang, Z. W., Lu, X. F., Zhang, W. M., Fragkoulis, V. C., Beer, M. & Zhang, Y. F., Aug 2023, In: Computers and Structures. 284, 107070.Research output: Contribution to journal › Article › Research › peer review
- Published
Application of Interval Field Method to the Stability Analysis of Slopes in the Presence of Uncertainties
Feng, C., Faes, M., Broggi, M. & Beer, M., 20 Jul 2023, Geo-Risk 2023. Ching, J., Najjar, S. & Wang, L. (eds.). GSP 347 ed. American Society of Civil Engineers (ASCE), Vol. 4: Advances in Modeling Uncertainty and Variability. p. 287-297 11 p. (Geotechnical Special Publication; vol. 346).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Estimation of small failure probabilities by partially Bayesian active learning line sampling: Theory and algorithm
Dang, C., Valdebenito, M. A., Song, J., Wei, P. & Beer, M., 1 Jul 2023, In: Computer Methods in Applied Mechanics and Engineering. 412, 116068.Research output: Contribution to journal › Article › Research › peer review
- Published
Combining data and physical models for probabilistic analysis: A Bayesian Augmented Space Learning perspective
Hong, F., Wei, P., Song, J., Faes, M. G. R., Valdebenito, M. A. & Beer, M., Jul 2023, In: Probabilistic Engineering Mechanics. 73, 103474.Research output: Contribution to journal › Article › Research › peer review
- Published
Consistent seismic hazard and fragility analysis considering combined capacity-demand uncertainties via probability density evolution method
Cao, X. Y., Feng, D. C. & Beer, M., Jul 2023, In: Structural safety. 103, 102330.Research output: Contribution to journal › Article › Research › peer review
- Published
Simulation of random fields on random domains
Zheng, Z., Valdebenito, M., Beer, M. & Nackenhorst, U., Jul 2023, In: Probabilistic Engineering Mechanics. 73, 103455.Research output: Contribution to journal › Article › Research › peer review