Publications
- 2024
- Published
Seismic safety evaluating method for High-Rise frame structures via advanced incremental dynamics analysis
Zhang, H., Liu, J., Wang, K., Jiang, Z., Wei, C. & Wang, Z., Sept 2024, In: Ain Shams Engineering Journal. 15, 9, 15 p., 102888.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
Physics-informed neural network classification framework for reliability analysis
Shi, Y. & Beer, M., 15 Dec 2024, In: Expert systems with applications. 258, 14 p., 125207.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
Extraction of instantaneous frequencies for signals with intersecting and intermittent trajectories
Li, Y., Geng, C., Yang, Y., Chen, S., Feng, K. & Beer, M., 15 Jan 2025, In: Mechanical Systems and Signal Processing. 223, 111835.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
Navigating Uncertainties in Machine Learning for Structural Dynamics: A Comprehensive Review of Probabilistic and Non-Probabilistic Approaches in Forward and Inverse Problems
Yan, W., Mei, L., Mo, J., Papadimitriou, C., Yuen, K. & Beer, M., 16 Aug 2024, (E-pub ahead of print).Research output: Working paper/Preprint › Preprint
- E-pub ahead of print
An efficient Bayesian updating framework for characterizing the posterior failure probability
Li, P. P., Zhao, Y. G., Dang, C., Broggi, M., Valdebenito, M. A. & Faes, M. G. R., 1 Jan 2025, In: Mechanical Systems and Signal Processing. 222, 111768.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
Streaming variational inference-empowered Bayesian nonparametric clustering for online structural damage detection with transmissibility function
Mei, L. F., Yan, W. J., Yuen, K. V. & Beer, M., 5 Aug 2024, (E-pub ahead of print) In: Mechanical Systems and Signal Processing. 222, 111767.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
- Published
Practical Wind Turbine Selection: A Multicriterion Decision Analysis for Sustainable Energy Infrastructure
Zakir, M. N., Abasin, A. R., Irshad, A. S., Elias, S., Yona, A. & Senjyu, T., Aug 2024, In: Practice Periodical on Structural Design and Construction. 29, 3, 18 p., 04024028.Research output: Contribution to journal › Article › Research › peer review
- Published
Three-dimensional reconstruction of subsurface stratigraphy using machine learning with neighborhood aggregation
Hu, Y., Wang, Z. Z., Guo, X., Kek, H. Y., Ku, T., Goh, S. H., Leung, C. F., Tan, E. & Zhang, Y., Aug 2024, In: Engineering geology. 337, 17 p., 107588.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
Robust SHM: Redundancy approach with different sensor integration levels for long life monitoring systems
Bartels, J. H., Potthast, T., Möller, S., Grießmann, T., Rolfes, R., Beer, M. & Marx, S., 1 Jul 2024.Research output: Contribution to conference › Paper › Research › peer review
- Published
How to Be Certain: Using Known Relations and Trust Discount to Determine Confidence About the Degree of Uncertainty
Winnewisser, N. R., Potthast, T., Mett, F., Perin, A., Broggi, M. & Beer, M., Jul 2024, Proceedings of the 11th European Workshop on Structural Health Monitoring .Research output: Chapter in book/report/conference proceeding › Conference contribution › 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
- Published
Techno-economic evaluation and comparison of the optimal PV/Wind and grid hybrid system with horizontal and vertical axis wind turbines
Shah Irshad, A., Kargar, N., Elkholy, M. H., Ahmad Ludin, G., Elias, S., Hilali, A., Senjyu, T., M.Gamil, M. & Pinter, G., Jul 2024, In: Energy Conversion and Management: X. 23, 17 p., 100638.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
Internal Piping Erosion Evaluation of Embankment Dam Considering the Spatial Variability of Soil Properties
Wang, R., Chen, G. & Liu, Y., 1 Jun 2024, In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering. 10, 2, 14 p., 04024006.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