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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Omer Mujahid

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Review Open access Oct 2026

Retrieval-Augmented Simulation for Interpreting Probabilistic Digital Twins in Type 1 Diabetes.

BACKGROUND Personalized digital twins for type 1 diabetes (T1D) can simulate future glucose responses under different therapeutic conditions, but their probabilistic outputs require structured interpretation before supporting clinician-facing reasoning. We introduce retrieval-augmented simulation (RAS), a modular frame...

Omer Mujahid, Iván Contreras, Aleix Beneyto et al. · 0 citations

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