Please refer to the user manual
-
AL-PWMLFF job scheduling uses the SLURM cluster management and job scheduling system. SLURM must be installed on your computing cluster.
-
DFT calculations in AL-PWMLFF support PWmat, VASP, CP2K and DFTB. We have integrated DFTB in PWmat. You can find detailed usage instructions in the
DFTB_DETAIL section
of thePWmat Manual
. -
AL-PWMLFF model training is based on
PWMLFF
. Refer to thePWMLFF documentation
for installation instructions (Download address for PWmat version integrated with DFTB
). -
AL-PWMLFF Lammps molecular dynamics simulation is based on Lammps_for_pwmlff. Refer to the
Lammps_for_pwmlff documentation
for installation instructions.
You can install it through the pip command or the github source code installation.
pip install pwact
git clone https://github.com/LonxunQuantum/PWact.git
Then import environment variable.
export PATH=/data/home/wuxingxing/codespace/al_pwmlff/bin:$PATH
AL-PWMLFF is developed in Python and supports Python 3.9 and above. It is recommended to use the Python runtime environment provided by PWMLFF.
If you need to create a virtual environment for AL-PWMLFF separately, you only need to install the following dependent packages (compatible with your Python version, Python >= 3.9).
pip install numpy pandas tqdm pwdata
AL-PWMLFF includes the following commands, which are not case sensitive. The starting command is pwact
pwact [ -h / --help / help ]
pwact cmd_name -h
pwact init_bulk param.json resource.json
pwact run param.json resource.json
For the 3-th and 4-th command above, the names of the JSON files can be modified by the user, but it is required that the input order of param.json
and resouce.json
cannot be changed.
Convert MOVEMENT or OUTCAR to PWdata format
pwact to_pwdata
Search for labeled datasets in the active learning directory
pwact gather_pwdata
from github
https://github.com/LonxunQuantum/PWact/tree/main/pwact/example
from BaiduNetdisk included the calculation results of examples
https://pan.baidu.com/s/14E0u_7cpntiBZgg-C1S5XA?pwd=pwmt