@article{supercondgnnscalablegraphneuralnetworksu,
  title = {SuperCond-GNN: Scalable Graph Neural Network Surrogate for Superconducting Circuit Simulations},
  author = {Nandana Menon and Giorgio Vallone},
  year = {2026},
  eprint = {2606.23548},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.23548},
}