Publications
2025
- 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
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
- 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