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Mechanical Systems and Signal Processing

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Publications

  1. 2025

  2. Published

    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

  3. Published

    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

  4. Published

    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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 2024

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 2023

  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. 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

  32. 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

  33. 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

  34. Published

    Non-stationary response of nonlinear systems with singular parameter matrices subject to combined deterministic and stochastic excitation

    Ni, P., Fragkoulis, V. C., Kong, F., Mitseas, I. P. & Beer, M., 1 Apr 2023, In: Mechanical Systems and Signal Processing. 188, 110009.

    Research output: Contribution to journal › Article › Research › peer review

  35. Published

    Digital twin-driven intelligent assessment of gear surface degradation

    Feng, K., Ji, J. C., Zhang, Y., Ni, Q., Liu, Z. & Beer, M., 1 Mar 2023, In: Mechanical Systems and Signal Processing. 186, 109896.

    Research output: Contribution to journal › Article › Research › peer review

  36. Published

    A new method for stochastic analysis of structures under limited observations

    Dai, H., Zhang, R. & Beer, M., 15 Feb 2023, In: Mechanical Systems and Signal Processing. 185, 109730.

    Research output: Contribution to journal › Article › Research › peer review

  37. Published

    First-passage probability estimation of high-dimensional nonlinear stochastic dynamic systems by a fractional moments-based mixture distribution approach

    Ding, C., Dang, C., Valdebenito, M. A., Faes, M. G. R., Broggi, M. & Beer, M., 15 Feb 2023, In: Mechanical Systems and Signal Processing. 185, 109775.

    Research output: Contribution to journal › Article › Research › peer review

  38. Published

    A feature mapping strategy of metamodelling for nonlinear stochastic dynamical systems with low to high-dimensional input uncertainties

    Wan, Z., Chen, J., Tao, W., Wei, P., Beer, M. & Jiang, Z., 1 Feb 2023, In: Mechanical Systems and Signal Processing. 184, 109656.

    Research output: Contribution to journal › Article › Research › peer review

  39. Published

    A review of vibration-based gear wear monitoring and prediction techniques

    Feng, K., Ji, J. C., Ni, Q. & Beer, M., 1 Jan 2023, In: Mechanical Systems and Signal Processing. 182, 27 p., 109605.

    Research output: Contribution to journal › Review article › Research › peer review

  40. 2022

  41. Published

    Modeling response spectrum compatible pulse-like ground motion

    Chen, G., Beer, M. & Liu, Y., 1 Sept 2022, In: Mechanical Systems and Signal Processing. 177, 109177.

    Research output: Contribution to journal › Article › Research › peer review

  42. Published

    Special issue on Advances in performance-based design optimization of stochastic dynamical systems

    Jensen, H., Beer, M., Chen, J. & Spence, S., Jul 2022, In: Mechanical Systems and Signal Processing. 173, 108972.

    Research output: Contribution to journal › Editorial in journal › Research › peer review

  43. Published

    Editorial: Recent advances in stochastic model updating

    Bi, S., Beer, M. & Mottershead, J., 1 Jun 2022, In: Mechanical Systems and Signal Processing. 172, 108971.

    Research output: Contribution to journal › Editorial in journal › Research › peer review

  44. Published

    Projecting interval uncertainty through the discrete Fourier transform: An application to time signals with poor precision

    Behrendt, M., Angelis, M. D., Comerford, L., Zhang, Y. & Beer, M., 1 Jun 2022, In: Mechanical Systems and Signal Processing. 172, 108920.

    Research output: Contribution to journal › Article › Research › peer review

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