LonxunQuantum

PWMLFF. Fortran

MatPL. Material Potential Library (MatPL) (formerly known as PWMLFF, https://github.com/LonxunQuantum/PWMLFF) is an open-source software package under the GNU GPL license, designed to rapidly generate machine learning force fields with accuracy comparable to Ab Initio Molecular Dynamics (AIMD).

lammps-MatPL. The LAMMPS interface for the machine learning force field of MatPL.

MatPL_library. The repository contains DFT datasets, models generated from PWMLFF training, and more.

Lammps_for_PWMLFF. C++

PWact. PWMLFF active learning platform

pwkit. Python

PWmat-docs. Shell