SIMPLE-NN

SIMPLE-NN is a software package to implement Behler-Parinello neural network potentials. Potentials can be trained from structure and energy/interatomic forces/stress data, and molecular dynamics calculations using LAMMPS can also be performed using learned potentials. A prediction of uncertainty measure can also be calculated simultaneously.