Improved Description of Atomic Environments using Low-cost Polynomial Functions with Compact Support

Martin P. Bircher, Andreas Singraber, Christoph Dellago

The prediction of chemical properties using Machine Learning (ML) techniques calls for a set of appropriate descriptors that accurately describe atomic and, on a larger scale, mole…