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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

Junjie Qin

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2 papers indexed here

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Preprint Aug 2026

Expanding the Transient Stability Region of Attraction of Networked Grid-Interactive Inverters: A Probabilistic Active Learning Framework

The continuous integration of inverter-based resources makes transient stability analysis increasingly important for power system modernization, in light of the intricate dynamics arising from large-scale inverter deployment. However, analytical transient stability analysis methods consistently yield overly conservativ...

Zhong Liu, Jialin Zheng, Jun-Jie Qin et al. · 0 citations
#federated learning Sep 2026

Federated Aggregation of Polyhedral Demand Flexibility Sets

This paper proposes a federated framework for demand flexibility aggregation to support grid operations. Unlike existing geometric methods that rely on a static, pre-defined base set as the geometric template for aggregation, our framework establishes a true federated process by enabling the collaborative optimization...

Yi-Fan Dong, Ge Chen, Junjie Qin · 0 citations

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