Abstract: Equivariant quantum graph neural networks (EQGNNs) offer a potentially powerful method to process graph data. However, existing EQGNN models only consider the permutation symmetry of graphs, ...

Excel's People Graph add-in turns simple tables into clean, icon-based visuals that automatically update when your data ...

Sparklines turn spreadsheet rows into instant visual trends without building traditional Excel charts.

Abstract: This paper addresses the challenges of accurate state estimation in distribution grids, particularly the issues of sparse measurements and outliers in modern systems. A robust state ...