Regularised atomic body-ordered permutation-invariant polynomials for the construction of interatomic potentials

We investigate the use of invariant polynomials in the construction of data-driven interatomic potentials for material systems. The ‘atomic body-ordered permutation-invariant polynomials’ comprise a systematic basis and are constructed to preserve the symmetry of the potential energy function with r... View More