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Si-Yuan Ji

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#artificial intelligence Book Jul 2026

Models as Governed Interfaces for AI-Native MBSE: Read-Side Adequacy and Write-Side Admissibility

The Governed-Query Architecture Framework is proposed, governing agent participation through the viewpoint conventions engineers already use, and the reframing in falsifiable form: the epistemic layer stands only if it outperforms a retrieval-augmented baseline on the same model.

Jason D. Gower, M. J. de C. Henshaw, Si-Yuan Ji · 0 citations
Book Open access Jul 2026

Model-Driven Digital Twin Framework for Quantum Networks

This paper argues that model-driven engineering can provide a systematic basis for integrating and evolving these heterogeneous artefacts across heterogeneous physical platforms, simulators, protocols, and architectural abstractions and provides a foundation for adaptable and interoperable digital twins for quantum net...

Amal Elsokary, Hayato Ishida, Ran Wei et al. · 0 citations
Jul 2026

Model-Driven Discipline for Multi-Agent LLMs: Requirement-to-Verification Generation of Traceable System Models

RADIANT is an engineering methodology that combines MDE with Multi-Agent Large Language Models (LLMs) for complete model-based system development, with a focus on safety-critical systems and finds that the multi-agent decomposition reliably improves theSyntactic validity of the generated formal artefacts over a single-...

Ran Wei, Letian Zhu, Haochi Wang et al. · 0 citations

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