Abstract: This paper studies stability analysis using graph methods for electricity distribution networks. The spanning tree approach is used for modeling the grid in terms of graph nodes that ...
Abstract: In this study, we proposed a new method combining graph sampling aggregation network (GraphSAGE), Contrastive Learning (CL) and Bayesian Optimization. First, GraphSAGE was used to model the ...
Our work introduces the Flow-Modulated Scoring (FMS) framework, a novel paradigm for knowledge graph completion that unifies context-aware static representations with a dynamic evolutionary modeling ...
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