Publications
2025
- Published
Study on stress dips in granite residual soil based on experiments and DEM
Chen, J., Zhang, B., Guo, L., Zhang, H., Achmus, M. & Beer, M., Jul 2025, In: Granular matter. 27, 3, 16 p., 47.Research output: Contribution to journal › Article › Research › peer review
- Published
First excursion probability of dynamical systems: A review on computational methods
Jiang, Y., Zhang, X., Beer, M., Faes, M. G. R., Papadimitriou, C. & Zhou, H., 1 Jun 2025, In: Mechanical Systems and Signal Processing. 232, 112751.Research output: Contribution to journal › Review article › Research › peer review
- Published
Seismic Reliability Assessment Framework for Unsaturated Soil Slope under Near-Fault Pulse-Like Ground Motion
Wang, R., Chen, G., Liu, Y. & Beer, M., 1 Jun 2025, In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering. 11, 2, 14 p., 04025005.Research output: Contribution to journal › Article › Research › peer review
- Published
Uncertainty characterization and propagation analysis for pneumatic soft acoustic metamaterial system
Zhang, K., Chen, N., Liu, J. & Beer, M., 1 Jun 2025, In: Mechanical Systems and Signal Processing. 232, 112722.Research output: Contribution to journal › Article › Research › peer review
- Published
Interval Fields for Geotechnical Engineering Uncertainty Analysis under Limited Data
Feng, C., Broggi, M., Hu, Y., Faes, M. G. R. & Beer, M., Jun 2025, In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering. 11, 2, 04025004.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
Physics-embedding multi-response regressor for time-variant system reliability assessment
Song, L. K., Tao, F., Li, X. Q., Yang, L. C., Wei, Y. P. & Beer, M., Nov 2025, In: Reliability Engineering and System Safety. 263, 17 p., 111262.Research output: Contribution to journal › Article › Research › peer review
- Published
Assessing seismic vulnerability of modular buildings under earthquake ground motions
Elias, S., Beer, M. & Chen, J., 15 May 2025, In: Engineering structures. 331, 15 p., 120002.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
Error-informed parallel adaptive Kriging method for time-dependent reliability analysis
Hu, Z., Dang, C., Wang, D., Beer, M. & Wang, L., Oct 2025, In: Reliability Engineering and System Safety. 262, 12 p., 111194.Research output: Contribution to journal › Article › Research › peer review
- Published
Output probability distribution estimation of stochastic static and dynamic systems using Laplace transform and maximum entropy
Zhang, Y., Dang, C., Xu, J. & Beer, M., 1 May 2025, In: Computer Methods in Applied Mechanics and Engineering. 439, 25 p., 117887.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
Response flow graph neural network for capacitated network reliability analysis
Shi, Y., Liu, C., Beer, M., Huang, H. Z. & Liu, Y., Oct 2025, In: Reliability Engineering and System Safety. 262, 15 p., 111198.Research output: Contribution to journal › Article › Research › peer review
- Published
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
- E-pub ahead of print
Numerical investigation on the effect of cutterhead shapes on tunnel face stability
Al-Washali, B. M., Yao, K., Satchithananthan, U., Yao, Z., Tawfek, A. M., Pan, Y. & Beer, M., Sept 2025, In: Tunnelling and Underground Space Technology. 163, 17 p., 106628.Research output: Contribution to journal › Article › Research › peer review
- Published
How Shapley Value and Its Generalizations Can Help in the Analysis of Complex Engineering Systems and What Next
Winnewisser, N., Beer, M., Kosheleva, O. & Kreinovich, V., 24 Mar 2025, Integrated Uncertainty in Knowledge Modelling and Decision Making - 11th International Symposium, IUKM 2025, Proceedings. Huynh, V.-N., Honda, K., Le, B., Inuiguchi, M. & Huynh, H. T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 85-97 13 p. (Lecture Notes in Computer Science; vol. 15586 LNAI).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
What Is Optimal Granularity When Estimating Reliability of a Complex Engineering Systems
Winnewisser, N., Beer, M., Kosheleva, O. & Kreinovich, V., 24 Mar 2025, Integrated Uncertainty in Knowledge Modelling and Decision Making - 11th International Symposium, IUKM 2025, Proceedings. Huynh, V.-N., Honda, K., Le, B., Inuiguchi, M. & Huynh, H. T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 76-84 9 p. (Lecture Notes in Computer Science; vol. 15586 LNAI).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Adaptive Kriging-assisted multi-fidelity subset simulation for reliability analysis
Dai, H., Li, D. & Beer, M., 1 Mar 2025, In: Computer Methods in Applied Mechanics and Engineering. 436, 117705.Research output: Contribution to journal › Article › Research › peer review
- Published
Efficient global sensitivity analysis framework and approach for structures with hybrid uncertainties
Liu, J., Shi, Y., Ding, C. & Beer, M., 1 Mar 2025, In: Computer Methods in Applied Mechanics and Engineering. 436, 31 p., 117726.Research output: Contribution to journal › Article › Research › peer review
- Published
Efficient reliability analysis of slopes in spatially variable soils with active learning-assisted bootstrap polynomial chaos expansion
Liao, K., Zhao, X., Wu, Y., Miao, F., Pan, Y. & Beer, M., Mar 2025, In: Computers and geotechnics. 179, 11 p., 107022.Research output: Contribution to journal › Article › Research › peer review
- Published
Unsupervised graph transfer network with hybrid attention mechanism for fault diagnosis under variable operating conditions
Lei, Z., Tian, F., Su, Y., Wen, G., Feng, K., Chen, X., Beer, M. & Yang, C., Mar 2025, In: Reliability Engineering and System Safety. 255, 110684.Research output: Contribution to journal › Article › Research › peer review
- Published
Efficient variational Bayesian model updating by Bayesian active learning
Hong, F., Wei, P., Bi, S. & Beer, M., 1 Feb 2025, In: Mechanical Systems and Signal Processing. 224, 112113.Research output: Contribution to journal › Article › Research › peer review
- 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