no code implementations • 4 Oct 2023 • Juan C. Verduzco, Ethan Holbrook, Alejandro Strachan
We focus on a widely used software for molecular dynamics simulations, the Large-scale Atomic/Molecular Massively Parallel Simulator (LAMMPS), and quantify the usefulness of input files generated by GPT-4 from task descriptions in English and its ability to generate detailed descriptions of computational tasks from input files.
no code implementations • 8 May 2020 • Saaketh Desai, Alejandro Strachan
Machine learning is playing an increasing role in the physical sciences and significant progress has been made towards embedding domain knowledge into models.