Michele Ceriotti

Using large language models to probe the limits of atom-centered structural descriptors

Mapping an atomic structure to a compact set of geometric descriptors is an essential step in any machine-learning application to atomic-scale modeling. A powerful and widely used approach can be understood as a discretization of the histogram of pair distances, triangles, etc.,...