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Prof. Dr.  Michael Beer

https://orcid.org/0000-0002-0611-0345
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Publications

  1. 2025

  2. Published

    Adaptive Kriging-assisted multi-fidelity subset simulation for reliability analysis

    Dai, H., Li, D. & Beer, M., 1 Mar 2025, In: Computer Methods in Applied Mechanics and Engineering. 436, 117705.

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

  3. Published

    Efficient global sensitivity analysis framework and approach for structures with hybrid uncertainties

    Liu, J., Shi, Y., Ding, C. & Beer, M., 1 Mar 2025, In: Computer Methods in Applied Mechanics and Engineering. 436, 31 p., 117726.

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

  4. Published

    Efficient reliability analysis of slopes in spatially variable soils with active learning-assisted bootstrap polynomial chaos expansion

    Liao, K., Zhao, X., Wu, Y., Miao, F., Pan, Y. & Beer, M., Mar 2025, In: Computers and geotechnics. 179, 11 p., 107022.

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

  5. Published

    Unsupervised graph transfer network with hybrid attention mechanism for fault diagnosis under variable operating conditions

    Lei, Z., Tian, F., Su, Y., Wen, G., Feng, K., Chen, X., Beer, M. & Yang, C., Mar 2025, In: Reliability Engineering and System Safety. 255, 110684.

    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

    Namazu: Low-Cost Tunable Shaking Table for Vibration Experiments Under Generic Signals

    Grashorn, J., Bittner, M., Banse, M., Chang, X., Beer, M. & Fau, A., Feb 2025, In: Experimental techniques. 49, 1, p. 97–115 19 p., 102994.

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

  8. E-pub ahead of print

    Seismic Reliability Assessment Framework for Unsaturated Soil Slope under Near-Fault Pulse-Like Ground Motion

    Wang, R., Chen, G., Liu, Y. & Beer, M., 1 Jun 2025, In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering. 11, 2, 14 p., 04025005.

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

  9. 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

  10. Published

    From Quantifying and Propagating Uncertainty to Quantifying and Propagating Both Uncertainty and Reliability: Practice-Motivated Approach to Measurement Planning and Data Processing

    Winnewisser, N. R., Beer, M., Kreinovich, V. & Kosheleva, O., 5 Jan 2025, Information Processing and Management of Uncertainty in Knowledge-Based Systems - 20th International Conference, IPMU 2024, Proceedings. Lesot, M.-J., Vieira, S., Reformat, M. Z., Carvalho, J. P., Batista, F., Bouchon-Meunier, B. & Yager, R. R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 389-402 14 p. (Lecture Notes in Networks and Systems; vol. 1174 LNNS).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  11. Published

    Efficient non-probabilistic parallel model updating based on analytical correlation propagation formula and derivative-aware deep neural network metamodel

    Mo, J., Yan, W. J., Yuen, K. V. & Beer, M., 1 Jan 2025, In: Computer Methods in Applied Mechanics and Engineering. 433, Part A, 117490.

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

  12. Published

    Sampling-based adaptive Bayesian quadrature for probabilistic model updating

    Song, J., Liang, Z., Wei, P. & Beer, M., 1 Jan 2025, In: Computer Methods in Applied Mechanics and Engineering. 433, Part A, 117467.

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

  13. 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

  14. Published

    A stratified beta-sphere sampling method combined with important sampling and active learning for rare event analysis

    Hong, F., Song, J., Wei, P., Huang, Z. & Beer, M., Jan 2025, In: Structural safety. 112, 102546.

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

  15. Published

    Stochastic dynamic response analysis via dimension-reduced probability density evolution equation (DR-PDEE) with enhanced tail-accuracy

    Luo, Y., Dang, C., Broggi, M. & Beer, M., Jan 2025, In: Probabilistic Engineering Mechanics. 79, 103735.

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

  16. E-pub ahead of print

    A Systematic Review of Multi-Sensor Information Fusion for Equipment Fault Diagnosis

    Lin, T., Ren, Z., Zhu, L., Zhu, Y., Feng, K., Ding, W., Yan, K. & Beer, M., 2025, (E-pub ahead of print) In: IEEE Transactions on Instrumentation and Measurement.

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

  17. Published

    Reliability assessment of freight wagon passing through railway turnouts using adaptive Kriging surrogate model

    Lai, J., Wang, K., Shi, Y., Xu, J., Chen, J., Wang, P. & Beer, M., 2025, In: International Journal of Rail Transportation. 13, 1, p. 49-68 20 p.

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

  18. Published

    Resilience-Based Decision Criteria for Optimal Regeneration

    Salomon, J., Broggi, M. & Beer, M., 2025, Regeneration of Complex Capital Goods: Contributions to the Final Symposium of the Collaborative Research Center 871. p. 393-422

    Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research

  19. 2024

  20. Published

    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

  21. E-pub ahead of print

    Multi-point Bayesian active learning reliability analysis

    Zhou, T., Zhu, X., Guo, T., Dong, Y. & Beer, M., May 2025, In: Structural safety. 114, 24 p., 102557.

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

  22. Published

    A novel directional simulation method for estimating failure possibility

    Jiang, X., Lu, Z. & Beer, M., Dec 2024, In: Aerospace science and technology. 155, 109627.

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

  23. Published

    Deep learning-driven interval uncertainty propagation for aeronautical structures: Adaptive combination of line sampling for imprecise time-variant reliability analysis

    Shi, Y. & BEER, M., Dec 2024, In: Chinese journal of aeronautics. 37, 12, p. 71-86 16 p.

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

  24. Published

    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

  25. Published

    Survival probability surfaces of hysteretic fractional order structures exposed to non-stationary code-compliant stochastic seismic excitation

    Mitseas, I. P., Ni, P., Fragkoulis, V. C. & Beer, M., 1 Nov 2024, In: Engineering structures. 318, 118755.

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

  26. Published

    Spectral incremental dynamic methodology for nonlinear structural systems endowed with fractional derivative elements subjected to fully non-stationary stochastic excitation

    Ni, P., Mitseas, I. P., Fragkoulis, V. C. & Beer, M., Nov 2024, In: Structural safety. 111, 13 p., 102525.

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

  27. Published

    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

  28. Published

    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

  29. Published

    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

  30. Published

    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

  31. 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

  32. 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

  33. 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

  34. Published

    Microstructural degradation from freeze-thaw attack–spatial exposure history and effects on multiscale porosity

    Mahlbacher, M., Mett, F., Broggi, M., Beer, M. & Haist, M., 28 Aug 2024, Proceedings of the 15th fib International PhD Symposium in Civil Engineering, 2024. Balázs, G. L., Sólyom, S. & Foster, S. (eds.). fib. The International Federation for Structural Concrete, p. 601-608 8 p. (fib Symposium Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  35. 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

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. Published

    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., Jun 2024, In: Nature energy. 9, p. 703–713 11 p.

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

  46. Published

    Estimation of Response Expectation Bounds under Parametric P-Boxes by Combining Bayesian Global Optimization with Unscented Transform

    Ding, C., Dang, C., Broggi, M. & Beer, M., Jun 2024, In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering. 10, 2, 13 p., 04024017.

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

  47. Published

    Resilience Assessment under Imprecise Probability

    Wang, C., Beer, M., Faes, M. G. R. & Feng, D. C., 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

  48. 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

  49. 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

  50. Published

    Multiaxial fatigue life prediction using an improved Smith-Watson-Topper model

    Li, J., Shao, F. S., He, Z. W., Ma, J., Qiu, Y. Y. & Beer, M., 2 May 2024, In: Fatigue and Fracture of Engineering Materials and Structures. 47, 6, p. 1944-1961 18 p.

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

  51. Published

    Bayesian reinforcement learning reliability analysis

    Zhou, T., Guo, T., Dang, C. & Beer, M., 1 May 2024, In: Computer Methods in Applied Mechanics and Engineering. 424, 35 p., 116902.

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

  52. Published

    An efficient method for reliability-based design optimization of structures under random excitation by mapping between reliability and operator norm

    Jiang, Y., Zhang, X., Beer, M., Zhou, H. & Leng, Y., May 2024, In: Reliability Engineering and System Safety. 245, 12 p., 109972.

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

  53. Published

    Parallelization of adaptive Bayesian cubature using multimodal optimization algorithms

    Hong, F., Wei, P. & Beer, M., 16 Apr 2024, In: Engineering Computations (Swansea, Wales). 41, 2, p. 413-437 25 p.

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

  54. 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

  55. 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

  56. Published

    A sequential sampling-based Bayesian numerical method for reliability-based design optimization

    Hong, F., Wei, P., Fu, J. & Beer, M., Apr 2024, In: Reliability Engineering and System Safety. 244, 12 p., 109939.

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

  57. Published

    Deep learning-based prediction of wind-induced lateral displacement response of suspension bridge decks for structural health monitoring

    Wang, Z. W., Lu, X. F., Zhang, W. M., Fragkoulis, V. C., Zhang, Y. F. & Beer, M., Apr 2024, In: Journal of Wind Engineering and Industrial Aerodynamics. 247, 18 p., 105679.

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

  58. Published

    Efficient slope reliability analysis under soil spatial variability using maximum entropy distribution with fractional moments

    Feng, C., Valdebenito, M. A., Chwała, M., Liao, K., Broggi, M. & Beer, M., Apr 2024, In: Journal of Rock Mechanics and Geotechnical Engineering. 16, 4, p. 1140-1152 13 p.

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

  59. Published

    Peridynamics-based large-deformation simulations for near-fault landslides considering soil uncertainty

    Wang, R., Li, S., Liu, Y., Hu, X., Lai, X. & Beer, M., Apr 2024, In: Computers and geotechnics. 168, 14 p., 106128.

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

  60. Published

    Refined parallel adaptive Bayesian quadrature for estimating small failure probabilities

    Wang, L., Hu, Z., Dang, C. & Beer, M., Apr 2024, In: Reliability Engineering and System Safety. 244, 109953.

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

  61. Published

    Structural reliability analysis with extremely small failure probabilities: A quasi-Bayesian active learning method

    Dang, C., Cicirello, A., Valdebenito, M. A., Faes, M. G. R., Wei, P. & Beer, M., Apr 2024, In: Probabilistic Engineering Mechanics. 76, 12 p., 103613.

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

  62. Published

    Experimental model updating of slope considering spatially varying soil properties and dynamic loading

    Wang, R., Ouyang, J., Fragkoulis, V. C., Liu, Y. & Beer, M., 30 Mar 2024, In: Earthquake Engineering and Resilience (EER). 3, 1, p. 33-53 21 p.

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

  63. 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

  64. Published

    Partially Bayesian active learning cubature for structural reliability analysis with extremely small failure probabilities

    Dang, C., Faes, M. G. R., Valdebenito, M. A., Wei, P. & Beer, M., 15 Mar 2024, In: Computer Methods in Applied Mechanics and Engineering. 422, 17 p., 116828.

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

  65. Published

    A full-probabilistic cloud analysis for structural seismic fragility via decoupled M-PDEM

    Lyu, M. Z., Feng, D. C., Cao, X. Y. & Beer, M., 14 Mar 2024, In: Earthquake Engineering and Structural Dynamics. 53, 5, p. 1863-1881 19 p.

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

  66. 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

  67. Published

    Hybrid uncertainty propagation based on multi-fidelity surrogate model

    Liu, J., Shi, Y., Ding, C. & Beer, M., 1 Mar 2024, In: Computers and Structures. 293, 18 p., 107267.

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

  68. Published

    Similarity quantification of soil spatial variability between two cross-sections using auto-correlation functions

    Hu, Y., Wang, Y., Phoon, K. K. & Beer, M., Mar 2024, In: Engineering geology. 331, 21 p., 107445.

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

  69. Published

    Improving the performance of low-frequency magnetic energy harvesters using an internal magnetic-coupled mechanism

    You, Z., Miao, H., Shi, Y. & Beer, M., 28 Feb 2024, In: Journal of applied physics. 135, 8, 10 p., 084101.

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

  70. 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

  71. 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

  72. Published

    Network reliability analysis through survival signature and machine learning techniques

    Shi, Y., Behrensdorf, J., Zhou, J., Hu, Y., Broggi, M. & Beer, M., Feb 2024, In: Reliability engineering & system safety. 242, 109806.

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

  73. Published

    Optimal borehole placement for the design of rectangular shallow foundation systems under undrained soil conditions: A stochastic framework

    Jerez, D. J., Chwała, M., Jensen, H. A. & Beer, M., Feb 2024, In: Reliability Engineering and System Safety. 242, 109771.

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

  74. Published

    Tensor representation-based transferability analytics and selective transfer learning of prognostic knowledge for remaining useful life prediction across machines

    Mao, W., Zhang, W., Feng, K., Beer, M. & Yang, C., Feb 2024, In: Reliability Engineering and System Safety. 242, 19 p., 109695.

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

  75. Published

    Response to discussion of “Seismic damage analysis due to near-fault multipulse ground motion”

    Chen, G., Yang, J., Wang, R., Li, K., Liu, Y. & Beer, M., 9 Jan 2024, In: Earthquake Engineering and Structural Dynamics. 53, 2, p. 861-866 6 p.

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

  76. 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

  77. Published

    Failure probability estimation of dynamic systems employing relaxed power spectral density functions with dependent frequency modeling and sampling

    Behrendt, M., Lyu, M. Z., Luo, Y., Chen, J. B. & Beer, M., Jan 2024, In: Probabilistic Engineering Mechanics. 75, 10 p., 103592.

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

  78. Published

    Parallel Bayesian probabilistic integration for structural reliability analysis with small failure probabilities

    Hu, Z., Dang, C., Wang, L. & Beer, M., Jan 2024, In: Structural safety. 106, 13 p., 102409.

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

  79. Published

    Probability distributions for dynamic and extreme responses of linear elastic structures under quasi-stationary harmonizable loads

    Huang, Z. & Beer, M., Jan 2024, In: Probabilistic Engineering Mechanics. 75, 14 p., 103590.

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

  80. Published

    An effective approach based on reliability methods for high-dimensional Bayesian model updating of dynamical nonlinear structures

    Jerez, D. J., Jensen, H. J., Beer, M. & Figueroa, C., 2024, In: Journal of Physics: Conference Series. 2647, 19, 192001.

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

  81. Published

    Assessing updated seismic performance of existing structures by stochastic model updating

    Kitahara, M., Bi, S., Broggi, M. & Beer, M., 2024, Proceedings of the 8th International Symposium on Reliability Engineering and Risk Management, ISRERM 2022. Beer, M., Zio, E., Phoon, K.-K. & Ayyub, B. M. (eds.). p. 265-270 6 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  82. Published

    Comparison of state of the art sampling-based Bayesian Updating techniques

    Dodt, M. B., Kitahara, M., Broggi, M. & Beer, M., 2024, Proceedings of the 8th International Symposium on Reliability Engineering and Risk Management, ISRERM 2022. Beer, M., Zio, E., Phoon, K.-K. & Ayyub, B. M. (eds.). p. 59-66 8 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

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