Efficient variational Bayesian model updating under observation uncertainty

被引:0
|
作者
Tao, Yanhe [1 ,2 ]
Guo, Qintao [1 ,2 ]
Zhou, Jin [1 ,2 ]
Ma, Jiaqian [1 ,2 ]
Li, Xiaofa [3 ]
机构
[1] College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing,210016, China
[2] National Key Laboratory of Helicopter Dynamics, Nanjing,210016, China
[3] COMAC Shanghai Aircraft Design and Research Institute, Shanghai,201210, China
关键词
D O I
10.7527/S1000-6893.2024.29969
中图分类号
学科分类号
摘要
Stochastic models
引用
收藏
相关论文
共 50 条
  • [1] A two-step variational Bayesian Monte Carlo approach for model updating under observation uncertainty
    Tao, Yanhe
    Guo, Qintao
    Zhou, Jin
    Ma, Jiaqian
    Ge, Wenxing
    ACTA MECHANICA SINICA, 2025, 41 (05)
  • [2] Efficient variational Bayesian model updating by Bayesian active learning
    Hong, Fangqi
    Wei, Pengfei
    Bi, Sifeng
    Beer, Michael
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2025, 224
  • [3] Efficient Bayesian updating method under observation uncertainty and its application in wing structure
    Yu T.
    Li L.
    Liu Y.
    Chang Z.
    Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica, 2023, 44 (24):
  • [4] An efficient model updating method based on variational Bayesian inference with Wasserstein distance metric
    Tao, Yanhe
    Guo, Qintao
    Zhou, Jin
    Ma, Jiaqian
    Liu, Xiaofei
    Chen, Ruiqi
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2024, 38 (11) : 5949 - 5959
  • [5] Bayesian model updating with variational inference and Gaussian copula model
    Li, Qiang
    Ni, Pinghe
    Du, Xiuli
    Han, Qiang
    COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2025, 438
  • [6] Bayesian structural model updating with multimodal variational autoencoder
    Itoi, Tatsuya
    Amishiki, Kazuho
    Lee, Sangwon
    Yaoyama, Taro
    COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2024, 429
  • [7] Using Bayesian Updating to Improve Decisions under Uncertainty
    McCann, Brian T.
    CALIFORNIA MANAGEMENT REVIEW, 2020, 63 (01) : 26 - 40
  • [8] Efficient Bayesian model updating for dynamic systems
    Liu, Yushan
    Li, Luyi
    Chang, Zeming
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2023, 236
  • [9] BAYESIAN UPDATING BY VARIATIONAL AUTOENCODER FOR SEISMIC RESPONSE ANALYSIS MODEL
    Lee S.
    Matsumoto Y.
    Yaoyama T.
    Hida T.
    Itoi T.
    Journal of Structural and Construction Engineering, 2023, 88 (812): : 1406 - 1416
  • [10] A VARIATIONAL MODEL OF PREFERENCE UNDER UNCERTAINTY
    FISHBURN, P
    JOURNAL OF RISK AND UNCERTAINTY, 1994, 8 (02) : 127 - 152