Publications
- 2024
- Published
rLSTM-AE for dimension reduction and its application to active learning-based dynamic reliability analysis
Zhang, Y., Dong, Y. & Beer, M., 1 Jun 2024, In: Mechanical Systems and Signal Processing. 215, 21 p., 111426.Research output: Contribution to journal › Article › Research › peer review
- Published
Bayesian active learning line sampling with log-normal process for rare-event probability estimation
Dang, C., Valdebenito, M. A., Wei, P., Song, J. & Beer, M., Jun 2024, In: Reliability Engineering and System Safety. 246, 11 p., 110053.Research output: Contribution to journal › Article › Research › peer review
- Published
Cost and competitiveness of green hydrogen and the effects of the European Union regulatory framework
Brandt, J., Iversen, T., Eckert, C., Peterssen, F., Bensmann, B., Bensmann, A., Beer, M., Weyer, H. & Hanke-Rauschenbach, R., Jun 2024, In: Nature energy. 9, p. 703–713 11 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Estimation of Response Expectation Bounds under Parametric P-Boxes by Combining Bayesian Global Optimization with Unscented Transform
Ding, C., Dang, C., Broggi, M. & Beer, M., Jun 2024, In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering. 10, 2, 13 p., 04024017.Research output: Contribution to journal › Article › Research › peer review
- Published
Resilience Assessment under Imprecise Probability
Wang, C., Beer, M., Faes, M. G. R. & Feng, D. C., Jun 2024, In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering. 10, 2, 14 p., 04024025.Research output: Contribution to journal › Article › Research › peer review
- Published
Semi-Bayesian active learning quadrature for estimating extremely low failure probabilities
Dang, C. & Beer, M., Jun 2024, In: Reliability Engineering and System Safety. 246, 12 p., 110052.Research output: Contribution to journal › Article › Research › peer review
- Published
Efficient stochastic modal decomposition methods for structural stochastic static and dynamic analyses
Zheng, Z., Beer, M. & Nackenhorst, U., 7 May 2024, In: International Journal for Numerical Methods in Engineering. 125, 12, 22 p., e7469.Research output: Contribution to journal › Article › Research › peer review
- Published
Multiaxial fatigue life prediction using an improved Smith-Watson-Topper model
Li, J., Shao, F. S., He, Z. W., Ma, J., Qiu, Y. Y. & Beer, M., 2 May 2024, In: Fatigue and Fracture of Engineering Materials and Structures. 47, 6, p. 1944-1961 18 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Bayesian reinforcement learning reliability analysis
Zhou, T., Guo, T., Dang, C. & Beer, M., 1 May 2024, In: Computer Methods in Applied Mechanics and Engineering. 424, 35 p., 116902.Research output: Contribution to journal › Article › Research › peer review
- Published
An efficient method for reliability-based design optimization of structures under random excitation by mapping between reliability and operator norm
Jiang, Y., Zhang, X., Beer, M., Zhou, H. & Leng, Y., May 2024, In: Reliability Engineering and System Safety. 245, 12 p., 109972.Research output: Contribution to journal › Article › Research › peer review
- Published
Parallelization of adaptive Bayesian cubature using multimodal optimization algorithms
Hong, F., Wei, P. & Beer, M., 16 Apr 2024, In: Engineering Computations (Swansea, Wales). 41, 2, p. 413-437 25 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Health prognosis of bearings based on transferable autoregressive recurrent adaptation with few-shot learning
Zhuang, J., Jia, M., Huang, C. G., Beer, M. & Feng, K., 1 Apr 2024, In: Mechanical Systems and Signal Processing. 211, 19 p., 111186.Research output: Contribution to journal › Article › Research › peer review
- Published
Relaxed evolutionary power spectral density functions: A probabilistic approach to model uncertainties of non-stationary stochastic signals
Bittner, M., Behrendt, M. & Beer, M., 1 Apr 2024, In: Mechanical Systems and Signal Processing. 211, 111210.Research output: Contribution to journal › Article › Research › peer review
- Published
A sequential sampling-based Bayesian numerical method for reliability-based design optimization
Hong, F., Wei, P., Fu, J. & Beer, M., Apr 2024, In: Reliability Engineering and System Safety. 244, 12 p., 109939.Research output: Contribution to journal › Article › Research › peer review
- Published
Deep learning-based prediction of wind-induced lateral displacement response of suspension bridge decks for structural health monitoring
Wang, Z. W., Lu, X. F., Zhang, W. M., Fragkoulis, V. C., Zhang, Y. F. & Beer, M., Apr 2024, In: Journal of Wind Engineering and Industrial Aerodynamics. 247, 18 p., 105679.Research output: Contribution to journal › Article › Research › peer review
- Published
Efficient slope reliability analysis under soil spatial variability using maximum entropy distribution with fractional moments
Feng, C., Valdebenito, M. A., Chwała, M., Liao, K., Broggi, M. & Beer, M., Apr 2024, In: Journal of Rock Mechanics and Geotechnical Engineering. 16, 4, p. 1140-1152 13 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Peridynamics-based large-deformation simulations for near-fault landslides considering soil uncertainty
Wang, R., Li, S., Liu, Y., Hu, X., Lai, X. & Beer, M., Apr 2024, In: Computers and geotechnics. 168, 14 p., 106128.Research output: Contribution to journal › Article › Research › peer review
- Published
Refined parallel adaptive Bayesian quadrature for estimating small failure probabilities
Wang, L., Hu, Z., Dang, C. & Beer, M., Apr 2024, In: Reliability Engineering and System Safety. 244, 109953.Research output: Contribution to journal › Article › Research › peer review
- Published
Structural reliability analysis with extremely small failure probabilities: A quasi-Bayesian active learning method
Dang, C., Cicirello, A., Valdebenito, M. A., Faes, M. G. R., Wei, P. & Beer, M., Apr 2024, In: Probabilistic Engineering Mechanics. 76, 12 p., 103613.Research output: Contribution to journal › Article › Research › peer review
- Published
Experimental model updating of slope considering spatially varying soil properties and dynamic loading
Wang, R., Ouyang, J., Fragkoulis, V. C., Liu, Y. & Beer, M., 30 Mar 2024, In: Earthquake Engineering and Resilience (EER). 3, 1, p. 33-53 21 p.Research output: Contribution to journal › Article › Research › peer review