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
Multi-tuned mass damper inerter (MTMDI) system for earthquake-induced vibration control of buildings
Djerouni, S., Elias, S., Abdeddaim, M. & Rupakhety, R., 1 Jan 2025, In: Engineering structures. 322, 19 p., 119139.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
Bayesian Updating for Reliability with Imprecise Probabilities: Julia Implementation and Application to the NASA Langley UQ Challenge 2019
Fritsch, L., Broggi, M. & Beer, M., 2025, Proceedings of the 35th European Safety and Reliability & the 33rd Society for Risk Analysis Europe Conference. p. 290-297Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Characterisation of the spatial variability of underconsolidated Singapore Marine Clay using random field theory
Wang, Z. Z., Guo, X. & Hu, Y., 2025, In: Georisk. 19, 2, p. 448-466 19 p.Research output: Contribution to journal › Comment/debate › 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
Dynamic Response Analysis of Vehicle-Bridge Coupled Systems of Low-to-Medium-Speed Maglev Long-Span Bridges
An, L., Li, W., Yuan, P., Li, D., Chen, P. & Cao, L., 7 Dec 2024, (E-pub ahead of print) In: International Journal of Structural Stability and Dynamics. 33 p., 2541010.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
Prognostic of lithium-ion batteries using a combination of physical modeling and hybrid multi-layer perceptron particle filter
Cancelliere, F., Girard, S., Bourinet, J. M. & Broggi, M., Dec 2024, In: Energy Reports. 12, p. 5863-5874 12 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
Performance of differently arranged double-tuned mass dampers for structural seismic response control including soil-structure interaction
Araz, O. & Elias, S., 15 Nov 2024, In: Engineering structures. 319, 26 p., 118841.Research output: Contribution to journal › Article › 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