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Yongqi Wang

Beijing University of Technology

100 Ping Le Yuan

Chaoyang District

Beijing, 100020

China

  • Beijing University of Technology

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AI-FMECA: A Reliability Analysis Method Integrating Large Language Models, Knowledge Graphs, and Graph Neural Networks

Number of pages: 29 Posted: 01 Mar 2026
Congbin Yang, Furong Cui, Yongqi Wang, Jun Yan, Zhiwen Lin and Zhifeng Liu
Beijing University of Technology, Beijing University of Technology, Beijing University of Technology, Beijing University of Technology, affiliation not provided to SSRN and Beijing University of Technology
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Abstract:

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Artificial intelligence, Large Language Models, Failure Mode, Effects, and Criticality Analysis, Knowledge Graph, Graph Neural Networks, Risk propagation