Publications
2024
2023
Robust and informed Deep Learning for bad data with applications in earthquake engineering
Chen, Y. (2023, October 23). Robust and informed Deep Learning for bad data with applications in earthquake engineering. (University of Liverpool).
A Bayesian Augmented-Learning framework for spectral uncertainty quantification of incomplete records of stochastic processes
Chen, Y., Patelli, E., Edwards, B., & Beer, M. (2023). A Bayesian Augmented-Learning framework for spectral uncertainty quantification of incomplete records of stochastic processes. Mechanical Systems and Signal Processing, 200, 110573. doi:10.1016/j.ymssp.2023.110573
A physics-informed Bayesian framework for characterizing ground motion process in the presence of missing data
Chen, Y., Patelli, E., Edwards, B., & Beer, M. (2023). A physics-informed Bayesian framework for characterizing ground motion process in the presence of missing data. EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS. doi:10.1002/eqe.3877
2020
Dynamic and Probabilistic Multi-class Prediction of Tunnel Squeezing Intensity
Chen, Y., Li, T., Zeng, P., Ma, J., Patelli, E., & Edwards, B. (2020). Dynamic and Probabilistic Multi-class Prediction of Tunnel Squeezing Intensity. ROCK MECHANICS AND ROCK ENGINEERING. doi:10.1007/s00603-020-02138-8
2019
New collocation method for stochastic response surface reliability analyses
Zeng, P., Li, T., Chen, Y., Jimenez, R., Feng, X., & Senent, S. (2020). New collocation method for stochastic response surface reliability analyses. ENGINEERING WITH COMPUTERS, 36(4), 1751-1762. doi:10.1007/s00366-019-00793-2
2018
Extension of quasi-Newton approximation-based SORM for series system reliability analysis of geotechnical problems
Zeng, P., Li, T., Jimenez, R., Feng, X., & Chen, Y. (2018). Extension of quasi-Newton approximation-based SORM for series system reliability analysis of geotechnical problems. ENGINEERING WITH COMPUTERS, 34(2), 215-224. doi:10.1007/s00366-017-0536-8
A New Collocation Points Selection Strategy for Stochastic Response Surface Method
Zeng, P., Jimenez, R., Chen, Y., & Li, T. (2018). A New Collocation Points Selection Strategy for Stochastic Response Surface Method. In Proceedings of the 6th International Symposium on Reliability Engineering and Risk Management (pp. 763-768). Research Publishing Services. doi:10.3850/978-981-11-2726-7_ctc304s3mrs06
2017
Application of Quasi-Newton Approximation-Based SORM for System Reliability Analysis of a Layered Soil Slope
Zeng, P., Jimenez, R., Li, T., Chen, Y., & Feng, X. (2017). Application of Quasi-Newton Approximation-Based SORM for System Reliability Analysis of a Layered Soil Slope. In Geo-Risk 2017 (pp. 111-119). American Society of Civil Engineers. doi:10.1061/9780784480700.011