LAMMPS Implementation of Rapid Artificial Neural Network Derived Interatomic Potentials

Doyl Dickel, Mashroor Nitol, Christopher Barrett

While machine learning approaches have been successfully used to represent interatomic potentials, their speed has typically lagged behind conventional formalisms. This is often du…