/SingleNN

SingleNN, a NN potential for energy and forces

Primary LanguagePython

SingleNN

To use this package, please make sure you have PyTorch, NumPy and C++ compiler installed.

The codes are included in the src directory and tutorial.org shows an example using this package. Before using the package, make sure to enter the SimpleNN directory and run

python libsymf_builder.py

This will build a Python-C++ interface that uses the codes from SIMPLE-NN to generate fingerprints.

A. Lee, D. Yoo, W. Jeong, S. Han, SIMPLE-NN: An efficient package for training and executing neural-network interatomic potentials, Computer Physics Communications (2019), https://doi.org/10.1016/j.cpc.2019.04.014.