Understanding compression-extension error asymmetry in universal machine-learning interatomic potentials

Hongwei Du, Dingyang Lv, Boyan Zhang +11

Universal machine-learning interatomic potentials are increasingly used across diverse materials, yet their reliability under directional deformation remains unclear. We compare co…