Work

Machine learning-based enhanced Monte Carlo simulation for low failure probability structural reliability analysis

Year: 2025

Type: article

Source: Structures

DOI: 10.1016/j.istruc.2025.108530

Authors: Hongyang Guo, Changqi Luo, Shun-Peng Zhu, Xinya You, Mengli Yan, Xiaohua Liu

Institution: University of Electronic Science and Technology of China

Language: English

Topic: Probabilistic and Robust Engineering Design

Subfield: Statistics, Probability and Uncertainty

Field: Decision Sciences

Domain: Social Sciences

SDG: Industry, innovation and infrastructure

Open Access status: closed

Funders: National Natural Science Foundation of China, Sichuan Province Science and Technology Support Program, Fundamental Research Funds for the Central Universities, Basic and Applied Basic Research Foundation of Guangdong Province

Awards: G2714549587, G3897066230, G4991372897, G8154681539

OpenAlex ID: W4407916923

FWCI: 9.646

Cites: 55

Cited by: 15

Related to: 10