Publications
2025
- E-pub ahead of print
An iteration-free approach to excitation harmonization
Hippold, P., Kleyman, G., Woiwode, L., Wei, T., Müller, F., Schwingshackl, C., Scheel, M., Tatzko, S. & Krack, M., 15 Jun 2025, In: Mechanical Systems and Signal Processing. 233, 112732.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
First excursion probability of dynamical systems: A review on computational methods
Jiang, Y., Zhang, X., Beer, M., Faes, M. G. R., Papadimitriou, C. & Zhou, H., 1 Jun 2025, In: Mechanical Systems and Signal Processing. 232, 112751.Research output: Contribution to journal › Review article › Research › peer review
- E-pub ahead of print
Uncertainty characterization and propagation analysis for pneumatic soft acoustic metamaterial system
Zhang, K., Chen, N., Liu, J. & Beer, M., 1 Jun 2025, In: Mechanical Systems and Signal Processing. 232, 112722.Research output: Contribution to journal › Article › Research › peer review
- Published
The Bayesian pattern search, a deterministic acceleration of Bayesian model updating in structural health monitoring
Dierksen, N., Hofmeister, B. & Hübler, C., 15 Feb 2025, In: Mechanical Systems and Signal Processing. 225, 112259.Research output: Contribution to journal › Article › Research › peer review
- Published
Efficient variational Bayesian model updating by Bayesian active learning
Hong, F., Wei, P., Bi, S. & Beer, M., 1 Feb 2025, In: Mechanical Systems and Signal Processing. 224, 112113.Research output: Contribution to journal › Article › Research › peer review
- Published
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
- Published
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
- Published
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., 1 Jan 2025, In: Mechanical Systems and Signal Processing. 222, 111767.Research output: Contribution to journal › Article › Research › peer review
2024
- Published
Broadband non-reciprocal wave suppression and frequency conversion by active metabeams
Cai, R., Jin, Y., Pennec, Y., Djafari-Rouhani, B., Rabczuk, T. & Zhuang, X., 1 Nov 2024, In: Mechanical Systems and Signal Processing. 220, 16 p., 111656.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
Modal parameter estimation of turbomachinery in operation taking into account friction damping
Amer, M., Ventura, C. E., Maroldt, N., Seume, J. R. & Wallaschek, J., 1 Jul 2024, In: Mechanical Systems and Signal Processing. 216, 21 p., 111414.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
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
Dconformer: A denoising convolutional transformer with joint learning strategy for intelligent diagnosis of bearing faults
Li, S., Ji, J. C., Xu, Y., Feng, K., Zhang, K., Feng, J., Beer, M., Ni, Q. & Wang, Y., 15 Mar 2024, In: Mechanical Systems and Signal Processing. 210, 111142.Research output: Contribution to journal › Article › Research › peer review
- Published
A non-iterative partitioned computational method with the energy conservation property for time-variant dynamic systems
Yuan, P., Yuen, K. V., Beer, M., Cai, C. S. & Yan, W., 1 Mar 2024, In: Mechanical Systems and Signal Processing. 209, 26 p., 111105.Research output: Contribution to journal › Article › Research › peer review
- Published
Data-driven and physics-based interval modelling of power spectral density functions from limited data
Behrendt, M., Dang, C. & Beer, M., 15 Feb 2024, In: Mechanical Systems and Signal Processing. 208, 15 p., 111078.Research output: Contribution to journal › Article › Research › peer review
- Published
Operator norm-based determination of failure probability of nonlinear oscillators with fractional derivative elements subject to imprecise stationary Gaussian loads
Jerez, D. J., Fragkoulis, V. C., Ni, P., Mitseas, I. P., Valdebenito, M. A., Faes, M. G. R. & Beer, M., 15 Feb 2024, In: Mechanical Systems and Signal Processing. 208, 111043.Research output: Contribution to journal › Article › Research › peer review
- Published
Multi-taper S-transform method for estimating Wigner-Ville and Loève spectra of quasi-stationary harmonizable processes
Huang, Z., Chen, G. & Beer, M., 1 Jan 2024, In: Mechanical Systems and Signal Processing. 206, 32 p., 110880.Research output: Contribution to journal › Article › Research › peer review
2023
- Published
A KDE-based non-parametric cloud approach for efficient seismic fragility estimation of structures under non-stationary excitation
Cao, X. Y., Feng, D. C. & Beer, M., 15 Dec 2023, In: Mechanical Systems and Signal Processing. 205, 110873.Research output: Contribution to journal › Article › Research › peer review