Skip to content

Model for 2D LJ liquid viscosityΒΆ

  • Description: This is a benchmark to evaluate how accurately an FF model can predict viscosity of Lennard-Jones liquid.
lammps_2d_liquid_einsteinlammps_2d_liquid_gk00.010.020.030.040.050.06
FF-SinglePropertyPrediction-viscosity-lj_2d_liquid-test-maeMAE (viscosity)


Reference(s): https://github.com/lammps/lammps/blob/develop/examples/VISCOSITY/in.gk.2d, https://github.com/lammps/lammps/blob/develop/examples/VISCOSITY/in.einstein.2d, https://doi.org/10.1103/PhysRevA.45.5793

Source

Model benchmarks

Model name Dataset MAE Team name Dataset size Date submitted Notes
lammps_2d_liquid_gklj_2d_liquid0.0645LAMMPS101-14-2023CSV, JSON, run.sh, Info
lammps_2d_liquid_einsteinlj_2d_liquid0.0244LAMMPS101-14-2023CSV, JSON, run.sh, Info