Platonic representation of foundation machine learning interatomic potentials

Zhenzhu Li, Aron Walsh

Foundation machine learning interatomic potentials (MLIPs) are trained on overlapping chemical spaces, yet their latent representations remain model-specific. Here, we show that in…