Abstract: In this paper, we propose a graph neural network architecture to solve the AC power flow problem under realistic constraints. To ensure a safe and resilient operation of distribution grids, ...

Abstract: Traditional electromagnetic (EM) design optimization often relies on high-fidelity simulations and external optimization algorithms, resulting in excessive runtime and substantial memory ...

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