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Prof. Dr.  Michael Beer

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

  1. 2024
  2. 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

  3. 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

  4. 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

  5. E-pub ahead of print

    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

  6. 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

  7. 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

  8. 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

  9. E-pub ahead of print

    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

  10. 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

  11. 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

  12. E-pub ahead of print

    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

  13. E-pub ahead of print

    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

  14. 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

  15. Published

    Resilience Assessment under Imprecise Probability

    Wang, C., Beer, M., Faes, M. G. R. & Feng, D. C., 1 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

  16. 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

  17. 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

  18. 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

  19. E-pub ahead of print

    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

  20. E-pub ahead of print

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

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

  21. 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

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