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Journal Articles
- 2022
[j4]Jun Liu, Jiaxiang Yi, Qi Zhou, Yuansheng Cheng:
A sequential multi-fidelity surrogate model-assisted contour prediction method for engineering problems with expensive simulations. Eng. Comput. 38(1): 31-49 (2022)- [j3]Jiaxiang Yi, Yuansheng Cheng, Jun Liu:
A novel fidelity selection strategy-guided multifidelity kriging algorithm for structural reliability analysis. Reliab. Eng. Syst. Saf. 219: 108247 (2022) - 2021
- [j2]Puyu Jiang, Yuansheng Cheng, Jiaxiang Yi, Jun Liu:
An efficient constrained global optimization algorithm with a clustering-assisted multiobjective infill criterion using Gaussian process regression for expensive problems. Inf. Sci. 569: 728-745 (2021) - 2020
- [j1]Jiachang Qian, Jiaxiang Yi, Yuansheng Cheng, Jun Liu, Qi Zhou:
A sequential constraints updating approach for Kriging surrogate model-assisted engineering optimization design problem. Eng. Comput. 36(3): 993-1009 (2020)
Conference and Workshop Papers
- 2024
- [c2]Ji Cheng
, Bo Xue, Jiaxiang Yi, Qingfu Zhang:
Hierarchize Pareto Dominance in Multi-Objective Stochastic Linear Bandits. AAAI 2024: 11489-11497 - 2020
- [c1]Jiaxiang Yi, Yuansheng Cheng, Jun Liu:
An adaptive constraint-handling approach for optimization problems with expensive objective and constraints. CEC 2020: 1-8
Informal and Other Publications
- 2024
- [i2]Jiaxiang Yi, Ji Cheng, Miguel A. Bessa:
Practical multi-fidelity machine learning: fusion of deterministic and Bayesian models. CoRR abs/2407.15110 (2024) - 2022
- [i1]Aleksandr Dekhovich, O. Taylan Turan, Jiaxiang Yi, Miguel A. Bessa:
Cooperative data-driven modeling. CoRR abs/2211.12971 (2022)
Coauthor Index
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