Identification of Missing Knowledge in MBSE System Models Using Graph‐Based Machine Learning

The design and development of complex aerospace systems pose significant challenges due to their growing complexity. Iterative design processes, guided by formal specifications, strive to refine initially vague characteristics through multiple stages. Despite these efforts, the integration of divers...

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Bibliographic Details
Published in:Systems engineering 2026-03, Vol.29 (2), p.133-149
Main Authors: Karagoz, Esma, Fischer, Olivia J. Pinon, Mavris, Dimitri
Format: Article
Language:English
Subjects:
Aerospace systems
Artificial neural networks
Complexity
Datasets
Formal specifications
Graph neural networks
graphical neural networks
knowledge graph
Knowledge representation
Machine learning
model‐based systems engineering
Systems engineering
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