Model and training code:
https://github.com/lamm-mit/DynaGen
The dataset includes LAMMPS molecular dynamics results of a 2D LJ material under tension. Each simulation features a randomly generated defect (shape, location, etc. varied) under the same applied tensile load. The dataset includes the initial microstructure, frames of the evolution of the atomic potential energy field, and additional data such as damage incurred.
Please cite:… See the full description on the dataset page:
https://huggingface.co/datasets/lamm-mit/crack-dynamics_1-5k.
