Publications
2023
- Published
Stochastic Model Updating with Uncertainty Quantification: An Overview and Tutorial
Bi, S., Beer, M., Cogan, S. & Mottershead, J., 1 Dec 2023, In: Mechanical Systems and Signal Processing. 204, 110784.Research output: Contribution to journal › Article › Research › peer review
- 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
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
Robust model updating in structural dynamics using a new non-implausibility-motivated optimisation approach
Hübler, C., Gardner, P. & Wolniak, M., 1 Sept 2023, In: Mechanical Systems and Signal Processing. 198, 110401.Research output: Contribution to journal › Article › Research › peer review
- Published
Universal source-free domain adaptation method for cross-domain fault diagnosis of machines
Zhang, Y., Ren, Z., Feng, K., Yu, K., Beer, M. & Liu, Z., 15 May 2023, In: Mechanical Systems and Signal Processing. 191, 110159.Research output: Contribution to journal › Article › Research › peer review
- Published
Estimation of an imprecise power spectral density function with optimised bounds from scarce data for epistemic uncertainty quantification
Behrendt, M., Faes, M. G. R., Valdebenito, M. A. & Beer, M., 15 Apr 2023, In: Mechanical Systems and Signal Processing. 189, 110072.Research output: Contribution to journal › Article › Research › peer review
- Published
Bayesian maximum entropy method for stochastic model updating using measurement data and statistical information
Wang, C., Yang, L., Xie, M., Valdebenito, M. & Beer, M., 1 Apr 2023, In: Mechanical Systems and Signal Processing. 188, 110012.Research output: Contribution to journal › Article › Research › peer review
- Published
Efficient inner-outer decoupling scheme for non-probabilistic model updating with high dimensional model representation and Chebyshev approximation
Mo, J., Yan, W. J., Yuen, K. V. & Beer, M., 1 Apr 2023, In: Mechanical Systems and Signal Processing. 188, 110040.Research output: Contribution to journal › Article › Research › peer review