# Citing RuNNer

When using RuNNer, please cite the following two references:

The original reference for high-dimensional neural network potentials, which should always be cited irrespective of the used implementation, is

When using atom-centered symmetry functions, please cite:

When using 3G-HDNNP, please cite:

When using 4G-HDNNP, please cite:

When using mHDNNP, please cite:

When using pair symmetry functions, please cite:

For the general use of neural network potentials in chemistry, physics and materials science the following reviews are recommended: