Publications
2025
- 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
- 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
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
- 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
- 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
- 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
- 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
- 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 proceeding › Conference contribution › Research › peer review
- 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
- 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
- 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
- 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. 393-422Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research
2024
- 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
- 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
- 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
- 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 proceeding › Conference contribution › Research › peer review
- 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
- 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
- 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
- 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