The APIP package is based on the paper: David Immel, Ralf Drautz, Godehard Sutmann; Adaptive-precision potentials for large-scale atomistic simulations. J. Chem. Phys. 14 March 2025; 162 (11): 114119. https://doi.org/10.1063/5.0245877 Example of how to use an adaptive-precision potential is provided in examples/PACKAGES/APIP . The pair_style pace/apip requires the installation of lib/pace of the ML-PACE package. The installation of lib/pace is described in src/ML-PACE/README .