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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

M. Naeini

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2 papers indexed here

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Preprint Oct 2026

Foundation Models Meet Power Grid Topology for Cascade Prediction

Accurate early-stage prediction of cascading failure severity is essential for assessing the vulnerability of power transmission networks. However, existing data-driven approaches often rely on network-specific representations, limiting their generalizability across power system topologies. This work investigates the c...

Soumav Biswas, M. Naeini · 0 citations
Sep 2026

Graph Neural Network Framework for Line Status Prediction in Power Systems Cascading Failures

Cascading failures in power systems are complex, high-impact phenomena that can result in significant financial and societal impacts. Accurately predicting the severity of these cascades and the postcascade status of transmission lines early in the event can greatly aid in risk assessment and the formulation of effecti...

Naeem Md Sami, M. Naeini · 0 citations

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