Manifolds in commonly used atomic fingerprints lead to failure in machine-learning four-body interactions
Atomic environment fingerprints, or structural descriptors, are used to describe the chemical environment around a reference atom. Encoding information such as bond-lengths to neighboring atoms or coordination numbers, these ...