The atomic environment vectors that guide the assembly of the ghost particles are mostly comprised of a customized set of Behler-Parinello symmetry functions. These functions capture the radial and angular information of the surrounding atoms for each individual atom. Each feature is invariant to translation and rotation operations and are differentiable with respect to atomic positions. The local radial environment of an atom is defined by sum of Gaussian terms multiplied by a cutoff function: