Uncovering Magnetic Phases with Synthetic Data and Physics-Informed Training

Agustin Medina, Marcelo Arlego, Carlos A. Lamas

We investigate the efficient learning of magnetic phases using artificial neural networks trained on synthetic data, combining computational simplicity with physics-informed strate…