个人简介
工作经历
2024.03-至今 西华大学 |
教育经历
2018.09 - 2023.03 同济大学 博士 2015.09 - 2018.06 西南交通大学 硕士 2011.09 - 2015.06 西南交通大学 学士 |
研究方向
桥梁抗震;桥梁地震风险与韧性评估;机器学习;不确定性量化 |
学术成果
发表 SCI 及 EI 期刊十余篇,其中第一作者七篇。多次担任 Engineering Structures、Structures、Reliability Engineering and System Safety、 Structure and Infrastructure Engineering等SCI期刊审稿人。 [1]Yan, Y., Xia, Y., Yang, J., & Sun, L. (2022). Optimal selection of scalar and vector-valued seismic intensity measures based on Gaussian Process Re- gression[J]. Soil Dynamics and Earthquake Engineering, 152, 106961. DOI: https://doi.org/10.1016/j.soildyn.2021.106961 (SCI, JCR Q2) [2] Yan, Y., Huang, H., & Sun, L. (2022). Multivariate structural seismic fragility analysis and comparative study based on moment estimation surrogate model and Gaussian copula function[J]. Engineering Structures, 262, 114324. DOI: https://doi.org/10.1016/j.engstruct.2022.114324 (SCI, JCR Q1) [3]Yan, Y., Huang, H., & Sun, L. (2022). Multi-parameter seismic fragility and sensitivity analysis of long-span cable-stayed bridge based on multi-task lasso regression[J]. Structures, 38, 1515-1528. DOI: https://doi.org/10.1016/j.istruc. 2022.02.068 (SCI, JCR Q2) [4] Yan, Y., Xia, Y., & Sun, L. (2024). Hierarchical and mixed uncertainty quan- tification for simulation-based structural seismic fragility analysis[J]. Engineer- ing Structures, 316, 118579. DOI: https://doi.org/10.1016/j.engstruct.2024. 118579 (SCI, JCR Q1) [5] Yan, Y., Xia, Y., & Sun, L. (2024). Efficient sensitivity analysis for struc- tural seismic fragility assessment based on surrogate models[J]. Structures, 69, 107299. DOI: https://doi.org/10.1016/j.istruc.2024.107299 (SCI, JCR Q2) [6] Yan, Y., Xie, Y. (2025). opstool: A Python library for OpenSeesPy analysis automation, streamlined pre- and post-processing, and enhanced data visual- ization[J]. SoftwareX. (SCI, JCR Q2) [7] 闫业祥, 孙利民. 基于高斯过程回归的桥梁多变量地震易损性分析 [J]. 振 动与冲击, 2022,41(23):27-35. DOI: 10.13465/j.cnki.jvs.2022.23.004. (EI 源 刊) 开源库发展 opstool: https://opstool.readthedocs.io/en/latest/ gmspy: https://gmspy.readthedocs.io/en/latest/ |