Virtual atoms let electron density shape the interatomic potential encoder, not just a reconstructed field
Treating density query points as virtual atoms that share one encoder with real atoms lets electron-density supervision shape interatomic-potential representations: density error on MP falls below ChargE3Net, and joint training cuts zero-shot force error on larger molecules.