Chinese Journal of Ship Research, Volume. 19, Issue 6, 82(2024)

Research on multi-fidelity surrogate modeling method for non-hierarchical low-fidelity analysis model problem

Meng CHENG1... Qi ZHOU2, Xiao WEI1, Jian WANG1 and Wei CHEN1 |Show fewer author(s)
Author Affiliations
  • 1China Ship Development and Design Center, Wuhan 430064, China
  • 2School of Aerospace Engineering, Huazhong University of Science and Technology, Wuhan 430074, China
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    References(28)

    [1] Z C LIU, D LESSELIER, B SUDRET et al. Surrogate modeling based on resampled polynomial chaos expansions. Reliability Engineering & System Safety, 202, 107008(2020).

    [2] H LIM, L MANUEL. Distribution-free polynomial chaos expansion surrogate models for efficient structural reliability analysis. Reliability Engineering & System Safety, 205, 107256(2021).

    [17] R PRIYANKA, M SIVAPRAGASAM. Multi-fidelity surrogate model-based airfoil optimization at a transitional low Reynolds number. Sādhanā, 46, 58(2021).

    [22] [22] GHEISHI S F, ALLAIRE D L. A fusionbased multiinfmation source optimization approach using knowledge gradient policies[C]Proceedings of 2018 AIAAEAHS Structures, Structural Dynamics, Materials Conference. Kissimmee: AIAA, 2018: 1–13.

    [23] [23] THOMISON W D, ALLAIRE D L. A model reification approach to fusing infmation from multifidelity infmation sources[C]Proceedings of the 19th AIAA NonDeterministic Approaches Conference. Grapevine: AIAA, 2017: 117.

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    Meng CHENG, Qi ZHOU, Xiao WEI, Jian WANG, Wei CHEN. Research on multi-fidelity surrogate modeling method for non-hierarchical low-fidelity analysis model problem[J]. Chinese Journal of Ship Research, 2024, 19(6): 82

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    Paper Information

    Category: Theory and Method of Intelligent Design for Ship and Ocean Engineering

    Received: May. 30, 2024

    Accepted: --

    Published Online: Mar. 14, 2025

    The Author Email:

    DOI:10.19693/j.issn.1673-3185.03980

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