Do quantum linear solvers offer advantage for networks-based system of linear equations?
This exploratory numerical study evaluates the potential for quantum advantage in solving network-based linear systems by analyzing 50 graph families across multiple quantum algorithms, identifying specific "good" families that offer exponential speedups over classical solvers, and proposing visual conjectures to predict these advantages while acknowledging practical hardware limitations.