Interpolation and extrapolation of global potential energy surfaces for polyatomic systems by Gaussian processes with composite kernels

Jun Dai, Roman V. Krems

Gaussian process regression has recently emerged as a powerful, system-agnostic tool for building global potential energy surfaces (PES) of polyatomic molecules. While the accuracy…