Fig. 7: Potential instabilities that can occur in a molecular dynamics (MD) simulation using machine learning force fields.
From: A Euclidean transformer for fast and stable machine learned force fields
a Illustration of an “explosion" during an MD simulation. b Illustration of a temporarily limited instability (here the breaking of a covalent bond). The point of time of the instability is marked via a red cross.
