Lightning Talk

USER-MLMOD Package: Machine Learning Methods for Data-Driven Models in LAMMPS

Paul J. Atzberger Paul J. Atzberger
University of California, Santa Barbara
  • Wednesday, 11 Aug 2021
  • 14:12 - 14:15 EDT
  • Prerecorded Video

We discuss features and example use of the USER-MLMOD package which provides methods for using machine learning approaches and data-driven modeling for simulations in LAMMPS. The package provides approaches for obtaining effective interactions and dynamic mesoscale models using recent machine learning approaches and data from more detailed simulation models. Additional information can be found at: