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Publications

  1. 2025

  2. 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 journalArticleResearchpeer review

  3. 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 journalArticleResearchpeer review

  4. 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 proceedingConference contributionResearchpeer review

  5. 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 journalArticleResearchpeer review

  6. 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 journalArticleResearchpeer review

  7. 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 journalArticleResearchpeer review

  8. 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 journalArticleResearchpeer review

  9. Published

    How to Determine the Level of Epistemic Uncertainty and Exclude Faulty Sensors in Structural Health Monitoring Systems

    Winnewisser, N. R., Hoyer, M., Mett, F., Potthast, T., Beer, M., Bartels, J. H. & Marx, S., Jan 2025, IABSE Symposium Tokyo 2025: Environmentally Friendly Technologies and Structures: Focusing on Sustainable Approaches - Report. p. 745-752 8 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  10. 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 journalArticleResearchpeer review

  11. 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 journalReview articleResearchpeer review

  12. 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 journalArticleResearchpeer review

  13. 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 proceedingContribution to book/anthologyResearch

  14. 2024

  15. 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 journalArticleResearchpeer review

  16. 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 journalArticleResearchpeer review

  17. Published
  18. Published

    Enhanced Bayesian Networks .jl: A New Julia Framework for Multi Scenario Risk Assessment

    Perin, A., Broggi, M. & Beer, M., 20 Nov 2024, 2024 8th International Conference on System Reliability and Safety, ICSRS 2024. Institute of Electrical and Electronics Engineers Inc., p. 463-472 10 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  19. 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 journalArticleResearchpeer review

  20. 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 journalArticleResearchpeer review

  21. 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 journalArticleResearchpeer review

  22. 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 journalArticleResearchpeer review