Abstract: Existing message passing-based and transformer-based graph neural networks (GNNs) cannot satisfy requirements for learning representative graph embeddings due to restricted receptive fields, ...

Abstract: Precise calculations of network states and parameters are crucial for the modeling, monitoring, and operation of the distribution grid. AC power flow calculations are the preferred method ...