Publications
- 2024
- Published
Novel gradient-enhanced Bayesian neural networks for uncertainty propagation
Shi, Y., Chai, R. & Beer, M., 1 Sept 2024, In: Computer Methods in Applied Mechanics and Engineering. 429, 26 p., 117188.Research output: Contribution to journal › Article › Research › peer review
- Published
Seismic topology optimization considering first-passage probability by incorporating probability density evolution method and bi-directional evolutionary structural optimization
Yang, J. S., Chen, J. B. & Beer, M., 1 Sept 2024, In: Engineering structures. 314, 16 p., 118382.Research output: Contribution to journal › Article › Research › peer review
- Published
Interval Predictor Model for the Survival Signature Using Monotone Radial Basis Functions
Behrensdorf, J., Broggi, M. & Beer, M., Sept 2024, In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering. 10, 3, 8 p., 04024034.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
A sub-convex similarity-based model updating method considering multivariate uncertainties
Zhao, Y., Sun, B., Bi, S., Beer, M. & Moens, D., 1 Nov 2024, In: Engineering structures. 318, 18 p., 118752.Research output: Contribution to journal › Article › Research › peer review
- Published
Directional filter combined with active learning for rare failure events
Song, J., Cui, Y., Wei, P., Rashki, M., Zhang, W. & Beer, M., 1 Aug 2024, In: Computer Methods in Applied Mechanics and Engineering. 428, 19 p., 117105.Research output: Contribution to journal › Article › Research › peer review
- Published
Efficient reliability analysis of stochastic dynamic first-passage problems by probability density evolution analysis with subset supported point selection
Bittner, M., Broggi, M. & Beer, M., 1 Aug 2024, In: Engineering structures. 312, 118210.Research output: Contribution to journal › Article › Research › peer review
- Published
Determining the significant contributing factors to the occurrence of human errors in the urban construction projects: A Delphi-SWARA study approach
Sarvari, H., Baghbaderani, A. B., Chan, D. W. M. & Beer, M., Aug 2024, In: Technological Forecasting and Social Change. 205, 14 p., 123512.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
Computational modeling of near-fault earthquake-induced landslides considering stochastic ground motions and spatially varying soil
Wang, R., Chen, G., Liu, Y. & Beer, M., 1 Oct 2024, In: Engineering structures. 316, 16 p., 118580.Research output: Contribution to journal › Article › Research › peer review
- Published
Efficiency comparison of MCMC and Transport Map Bayesian posterior estimation for structural health monitoring
Grashorn, J., Broggi, M., Chamoin, L. & Beer, M., 1 Jul 2024, In: Mechanical Systems and Signal Processing. 216, 16 p., 111440.Research output: Contribution to journal › Article › Research › peer review
- Published
Quantitative Risk Assessment of Seismically Loaded Slopes in Spatially Variable Soils with Depth-Dependent Strength
Liao, K., Wu, Y., Miao, F., Pan, Y. & Beer, M., Jul 2024, In: International Journal of Geomechanics. 24, 7, 10 p., 04024113.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
Sampling and active learning methods for network reliability estimation using K-terminal spanning tree
Ding, C., Wei, P., Shi, Y., Liu, J., Broggi, M. & Beer, M., Oct 2024, In: Reliability Engineering and System Safety. 250, 18 p., 110309.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
Vibration control and energy harvesting of offshore wind turbines installed with TMDI under dynamical loading
Elias, S. & Beer, M., 15 Sept 2024, In: Engineering structures. 315, 19 p., 118459.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
Namazu: Low-Cost Tunable Shaking Table for Vibration Experiments Under Generic Signals
Grashorn, J., Bittner, M., Banse, M., Chang, X., Beer, M. & Fau, A., 14 Jun 2024, (E-pub ahead of print) In: Experimental techniques.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., 1 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
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
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
- E-pub ahead of print
Reliability evaluation of a multi-state system with dependent components and imprecise parameters: A structural reliability treatment
Yang, L., Zhang, X., Lu, Z., Fu, Y., Moens, D. & Beer, M., Oct 2024, In: Reliability Engineering and System Safety. 250, 13 p., 110240.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
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., Oct 2024, In: Nature energy. 9, p. 703–713 11 p.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