Efficient subset simulation with active learning Kriging model for low failure probability prediction

• Main Authors: Zhang, Xiaodong, Quek, Ser Tong
• 其他作者: CIVIL AND ENVIRONMENTAL ENGINEERING
• 格式: Article
• 語言: English
• 出版: ELSEVIER SCI LTD 2022
• 主題: Science & Technology; Technology; Physical Sciences; Engineering, Mechanical; Mechanics; Statistics & Probability; Engineering; Mathematics; Active learning; Kriging model; Subset simulation; Low failure probability; RELIABILITY-ANALYSIS; NEURAL-NETWORKS
• 在線閱讀: https://scholarbank.nus.edu.sg/handle/10635/228502
• 機構: National University of Singapore

10.1016/j.probengmech.2022.103256