学术论文
[1] Yushuai Che, Linhan Ouyang, Yizhong Ma, Yan Ma(通讯作者). An efficient adaptive multi-fidelity ensemble of surrogates method for structural reliability analysis[J]. Reliability Engineering & System Safety, 2026, 272:112633.(SCI, JCR一区)
[2] Yushuai Che, Yizhong Ma, Hui Chen, Yan Ma(通讯作者). Multi-fidelity Kriging structural reliability analysis with the fusion of non-hierarchical low-fidelity models[J]. Reliability Engineering & Systems Safety, 2026, 266:111662. (SCI, JCR一区)
[2] Yushuai Che, Linhan Ouyang, Yizhong Ma, Yan Ma(通讯作者). A two-stage active learning Kriging method based on portfolio allocation and importance sampling for structural reliability analysis[J]. Structural and Multidisciplinary Optimization, 2025, 68(6): 111. (SCI, JCR二区)
[3] Yan Ma, Jianjun Wang, Yiliu Tu. Concurrent optimization of parameter and tolerance design based on the two-stage Bayesian sampling method[J]. Quality Technology & Quantitative Management, 2024, 21(1):88-110. (SCI, JCR一区)
[4] Yan Ma, Jianjun Wang, Zebiao Feng, Yiliu Tu. Multi-stage online robust parameter design based on Bayesian GP model[J]. Computers & Industrial Engineering, 2022, 172: 108551. (SCI, JCR一区)
[5] 马妍，汪建均，冯泽彪.非正态分布响应稳健参数设计的贝叶斯建模与优化[J].系统工程与电子技术, 2023,45(3):921-930.
[6] 欧阳林寒,陶宝平,马妍(通讯作者).基于选择性集成核高斯过程模型的质量预测[J].中国管理科学, 2022,31(3):69-80.(CSSCI,管理学A类刊物)
[7] 冯泽彪,汪建均,马妍.基于主动学习多输出高斯过程模型的可靠性稳健设计优化[J].管理科学学报,2025,28(12):88-107.
[8] Chunfeng Ding, Jianjun Wang, Xiaoying Chen, Zebiao Feng, Yan Ma. Robust parameter design for rocket boosters using deep Gaussian process[J]. Aerospace Science and Technology, 2025, 161:110143.
[9] Suying Zhang, Xuelong Hu, Yan Ma, Jianjun Wang, Xiaoying Chen. The conditional performance of the self-starting linear profile control chart[J]. Journal of Statistical Computation and Simulation, 2025, 95(15):3379-3396.
[10] Yushai Che, Yan Ma, Yongxiang Li, Lihan Ouyang. A novel active-Learning Kriging reliability analysis method based on parallelized sampling considering budget allocation[J]. IEEE Transactions on Reliability, 2024, 73(1):589-601. (SCI, JCR一区)
[11] Chunfeng Ding, Jianjun Wang, Yan Ma, Yiliu Tu, Yizhong Ma. Multi-objective Bayesian modeling and optimization of 3D printing process via experimental data-driven method[J]. Quality and Reliability Engineering International, 2024,40(4):2096-2115. (SCI, JCR二区)
[12] Cuihong Zhai, Jianjun Wang, Zebiao Feng, Yan Ma, Haisong Deng. Robust parameter design of mixed multiple responses based on a latent variable Gaussian process model[J]. Engineering Optimization, 2022, 55(10):1760-1777. (SCI, JCR二区)
[13] Jianjun Wang, Yanan Tu, Yan Ma,Linhan Ouyang, Yiliu Tu. A novel approach for non-normal multi-response optimisation problems[J]. International Journal of Production Research, 2021, 59(23): 7194-7215. (SCI, JCR一区)
[14] Linhan Ouyang, Chanseok Park, Yan Ma, Yizhong Ma, Min Wang. Bayesian hierarchical modelling for process optimization[J]. International Journal of Production Research. 2021, 59(15):4649-4669. (SCI, JCR一区)
[15] Zebiao Feng, Jianjun Wang, Yan Ma, Yizhong Ma. Integrated parameter and tolerance design based on a multivariate Gaussian process model[J]. Engineering Optimization, 2021, 53(8):1349-1368. (SCI, JCR二区)
[16] Shijuan Yang, Jianjun Wang, Yan Ma. Online robust parameter design considering observable noise factors[J]. Engineering Optimization, 2021, 53(6):1024-1043. (SCI, JCR二区)
[17] 杨世娟,汪建均,马义中,马妍,翟翠红.定时删失数据下的双响应曲面建模与优化[J].系统工程理论与实践, 2021,41(9):2392-2403.
