SuperCond-GNN: Scalable Graph Neural Network Surrogate for Superconducting Circuit Simulations

Nandana Menon, Giorgio Vallone

This paper presents SuperCond-GNN, a graph neural network-based surrogate model for predicting the voltage distribution in high-temperature superconducting (HTS) magnets. HTS magne…